Preprints
MatFormer: Nested Transformer for Elastic Inference
Devvrit*, Sneha Kudugunta*, Aditya Kusupati*, Tim Dettmers, Kaifeng Chen, Inderjit Dhillon, Yulia Tsvetkov, Hannaneh Hajishirzi, Sham Kakade, Ali Farhadi, Prateek Jain
Cultural and Linguistic Diversity Improves Visual Representations
Andre Ye, Sebastin Santy, Jena D. Hwang, Amy X. Zhang, Ranjay Krishna
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister
2024
Selective Visual Representations Improve Convergence and Generalization for Embodied-AI
Ainaz Eftekhar*, Kuo-Hao Zeng*, Jiafei Duan, Ali Farhadi, Ani Kembhavi, Ranjay Krishna
ICLR 2024
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2024
2023
Objaverse-XL: A Universe of 10M+ 3D Objects
Matt Deitke, Ruoshi Liu, Matthew Wallingford, Huong Ngo, Oscar Michel, Aditya Kusupati, Alan Fan, Christian Laforte, Vikram Voleti, Samir Yitzhak Gadre, Eli VanderBilt, Aniruddha Kembhavi, Carl Vondrick, Georgia Gkioxari, Kiana Ehsani, Ludwig Schmidt, Ali Farhadi
NeurIPS 2023
DataComp: In search of the next generation of multimodal datasets
Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt.
NeurIPS 2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing
Oscar Michel, Anand Bhattad, Eli VanderBilt, Ranjay Krishna, Aniruddha Kembhavi, Tanmay Gupta
NeurIPS 2023
AR2-D2:Training a Robot Without a Robot
Jiafei Duan, Yi Ru Wang, Mohit Shridhar, Dieter Fox, Ranjay Krishna
CoRL 2023
CREPE: Can Vision-Language Foundation Models Reason Compositionally?
Zixian Ma, Jerry Hong, Mustafa Omer Gul, Mona Gandhi, Irena Gao, Ranjay Krishna
CVPR 2023
Objaverse: A Universe of Annotated 3D Objects
Matt Deitke, Dustin Schwenk, Jordi Salvador, Luca Weihs, Oscar Michel, Eli VanderBilt, Ludwig Schmidt, Kiana Ehsani, Aniruddha Kembhavi, Ali Farhadi
CVPR 2023
Phone2Proc: Bringing Robust Robots Into Our Chaotic World
Matt Deitke, Rose Hendrix, Luca Weihs, Ali Farhadi, Kiana Ehsani, Aniruddha Kembhavi
CVPR 2023
Explanations can Reduce Overreliance on AI Systems during Decision-Making
Helena Vasconcelos, Matthew Jorke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael Bernstein, Ranjay Krishna
CSCW 2023
lo-fi: distributed fine-tuning without communication
Mitchell Wortsman, Suchin Gururangan, Shen Li, Ali Farhadi, Ludwig Schmidt, Michael Rabbat, Ari S. Morcos
TMLR
Neural Radiance Field Codebooks
Matthew Wallingford, Aditya Kusupati, Alex Fang, Vivek Ramanujan, Aniruddha Kembhavi, Roozbeh Mottaghi, Ali Farhadi
ICLR 2023
Impossibly Good Experts and How to Follow Them
Aaron Walsman, Muru Zhang, Sanjiban Choudhury, Dieter Fox, Ali Farhadi
ICLR 2023
Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics
Kuo-Hao Zeng, Luca Weihs, Roozbeh Mottaghi, Ali Farhadi
ICLR 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alexander Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
ACL 2023 (Findings)
Agile Modeling: From Concept to Classifier in Minutes
Otilia Stretcu, Edward Vendrow, Kenji Hata, Krishnamurthy Viswanathan, Vittorio Ferrari, Sasan Tavakkol, Wenlei Zhou, Aditya Avinash, Enming Luo, Neil Gordon Alldrin, MohammadHossein Bateni, Gabriel Berger, Andrew Bunner, Chun-Ta Lu, Javier A Rey, Giulia DeSalvo, Ranjay Krishna, Ariel Fuxman
ICCV 2023
TIFA: Text-to-Image Faithfulness Evaluation with Question Answering
Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith
ICCV 2023
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2023
Cola: How to adapt vision-language models to Compose Objects Localized with Attributes?
Arijit Ray, Filip Radenovic, Abhimanyu Dubey, Bryan A. Plummer, Ranjay Krishna, Kate Saenko
NeurIPS 2023
Stable and low-precision training for large-scale vision-language models
Mitchell Wortsman, Tim Dettmers, Luke Zettlemoyer, Ari Morcos, Ali Farhadi, Ludwig Schmidt
NeurIPS 2023
Improving Multimodal Datasets with Image Captioning
Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco, Sewoong Oh, Ludwig Schmidt
NeurIPS 2023
MADLAD-400: Monolingual And Document-Level Large Audited Dataset
Sneha Kudugunta, Isaac Rayburn Caswell, Biao Zhang, Xavier Garcia, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat
NeurIPS 2023
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness
Vivek Ramanujan, Thao Nguyen, Sewoong Oh, Ludwig Schmidt, Ali Farhadi
NeurIPS 2023
SHARCS: Efficient Transformers through Routing with Dynamic Width Sub-networks
Mohammadreza Salehi, Sachin Mehta, Aditya Kusupati, Ali Farhadi, Hannaneh Hajishirzi
EMNLP Findings 2023
2022
ProcTHOR: Large-Scale Embodied AI Using Procedural Generation
Matt Deitke, Eli VanderBilt, Alvaro Herrasti, Luca Weihs, Jordi Salvador, Kiana Ehsani, Winson Han, Eric Kolve, Ali Farhadi, Aniruddha Kembhavi, Roozbeh Mottaghi
NeurIPS 2022 | Outstanding Paper Award
LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade Gordon, Ross Wightman, Mehdi Cherti, Theo Coombes, Aarush Katta, Clayton Mullis, Mitchell Wortsman, Patrick Schramowski, Srivatsa Kundurthy, Katherine Crowson, Ludwig Schmidt, Robert Kaczmarczyk, Jenia Jitsev
NeurIPS 2022 Datasets and Benchmarks track | Outstanding Paper Award
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound
Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
CVPR 2022
LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time
Elvis Nunez*, Maxwell Horton*, Anish Prabhu, Anurag Ranjan, Ali Farhadi, Mohammad Rastegari
ProtoSound: A Personalized and Scalable Sound Recognition System for Deaf and Hard-of-Hearing Users
Dhruv Jain, Khoa Huynh Anh Nguyen, Steven Goodman, Rachel Grossman-Kahn, Hung Ngo, Aditya Kusupati, Ruofei Du, Alex Olwal, Leah Findlater, Jon E. Froehlich
CHI 2022
Searching for Computer Vision North Stars
Li Fei-Fei, Ranjay Krishna
Book: Daedalus Special issue on "AI & Society" | Daedalus Spring 2022
VOCAL: Video Organization and Interactive AnaLytics
Maureem Daum*, Enhao Zhang*, Dong He, Magdalena Balazinska, Brandon Hayes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
CIDR 2022
Measuring Compositional Consistency for Video Question Answering
Mona Gandhi*, Mustafa Omer Gul*, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala
CVPR 2022
Forward Compatible Training for Representation Learning
Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari
CVPR 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon*, Simon Kornblith*, Ludwig Schmidt*
ICML 2022
Exposing the Limits of Video-Text Models through Contrast Sets
Jae Sung Park, Sheng Shen, Ali Farhadi, Trevor Darrell, Yejin Choi, Anna Rohrbach
NAACL 2022
Object Manipulation via Visual Target Localization
Kiana Ehsani, Ali Farhadi, Aniruddha Kembhavi, Roozbeh Mottaghi
ECCV 2022
Socially situated artificial intelligence enables learning from human interaction
Ranjay Krishna, Donsuk Lee, Li Fei-Fei*, Michael Bernstein
PNAS 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward
Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna
NeurIPS 2022
2021
MERLOT: Multimodal Neural Script Knowledge Models
Rowan Zellers, Ximing Lu, Jack Hessel, Youngjae Yu, Jae Sung Park, Jize Cao, Ali Farhadi, Yejin Choi
NeurIPS 2021
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah A. Smith
Watching the World Go By: Representation Learning from Unlabeled Videos
Daniel Gordon, Kiana Ehsani, Dieter Fox, Ali Farhadi
Are We Overfitting to Experimental Setups in Recognition?
Matthew Wallingford, Aditya Kusupati*, Keivan Alizadeh-Vahid*, Aaron Walsman, Aniruddha Kembhavi, Ali Farhadi
AllenAct: A Framework for Embodied AI Research
Luca Weihs, Jordi Salvador, Klemen Kotar, Unnat Jain, Kuo-Hao Zeng, Roozbeh Mottaghi, Aniruddha Kembhavi
MultiModalQA: complex question answering over text, tables and images
Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant
ICLR 2021
Learning Generalizable Visual Representations via Interactive Gameplay
Luca Weihs, Aniruddha Kembhavi, Kiana Ehsani, Sarah Pratt, Winson Han, Alvaro Herrasti, Eric Kolve, Dustin Schwenk, Roozbeh Mottaghi, Ali Farhadi
ICLR 2021
Pushing it out of the Way: Interactive Visual Navigation
Kuo-Hao Zeng, Luca Weihs, Ali Farhadi, Roozbeh Mottaghi
CVPR 2021
TuringAdvice: A Generative and Dynamic Evaluation of Language Use
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi
NAACL 2021
Probing Text Models for Common Ground with Visual Representations
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi
NAACL 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World
Rowan Zellers, Ari Holtzman, Matthew Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi
ACL 2021
Contrasting Contrastive Self-Supervised Representation Learning Models
Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi
ICCV 2021
Deformable Neural Radiance Fields
Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo Martin-Brualla
ICCV 2021
Parameter Norm Growth During Training of Transformers
William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith
EMNLP 2021
Finetuning Pretrained Transformers into RNNs
Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A Smith
EMNLP 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields
Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, Steven M. Seitz
SIGGRAPH Asia 2021
LanguageRefer: Spatial-Language Model for 3D Visual Grounding
Junha Roh, Karthik Desingh, Ali Farhadi, Dieter Fox
CoRL 2021
FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling
Christopher Xie, Keunhong Park, Ricardo Martin-Brualla, Matthew Brown
3DV 2021
2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform
Matt Deitke, Winson Han, Alvaro Herrasti, Aniruddha Kembhavi, Eric Kolve, Roozbeh Mottaghi, Jordi Salvador, Dustin Schwenk, Eli VanderBilt, Mathew Walingford, Luca Weihs, Mark Yatskar, Ali Farhadi
CVPR 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks
Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox
CVPR 2020
Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects
Kiana Ehsani, Shubham Tulsiani, Saurabh Gupta, Ali Farhadi, Abhinav Gupta
CVPR 2020
Adversarial Filters of Dataset Biases
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew Peters, Ashish Sabharwal, Yejin Choi
ICML 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity
Aditya Kusupati, Vivek Ramanujan*, Raghav Somani*, Mitchell Wortsman*, Prateek Jain, Sham Kakade, Ali Farhadi
ICML 2020
Identity Aware Multi-Sentence Video Description
Jae Sung Park, Trevor Darrell, Anna Rohrbach
ECCV 2020
Grounded Situation Recognition
Sarah Pratt, Mark Yatskar, Luca Weihs, Ali Farhadi, Aniruddha Kembhavi
ECCV 2020
Visual Commonsense Graphs: Reasoning about the Dynamic Context of a Still Image
Jae Sung Park, Chandra Bhagavatula, Roozbeh Mottaghi, Ali Farhadi, Yejin Choi
ECCV 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks
Unnat Jain, Luca Weihs, Eric Kolve, Ali Farhadi, Svetlana Lazebnik, Aniruddha Kembhavi, Alexander Schwing
ECCV 2020
Multiple Topologies Prediction for Navigation at Unsignalized Intersections
Junha Roh*, Christoforos Mavrogiannis*, Rishabh Madan*, Dieter Fox, Siddhartha S. Srinivasa
CoRL 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs
Ana Marasovic, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi
EMNLP (Findings) 2020
2019
Visual Semantic Navigation using Scene Priors
Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta, Roozbeh Mottaghi
ICLR 2019
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA
Jesse Thomason, Daniel Gordon, Yonatan Bisk
NAACL 2019 Short Papers
Two Body Problem: Collaborative Visual Task Completion
Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi
CVPR 2019
ELASTIC: Improving CNNs with Instance Specific Scaling Policies
Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi, Alan Yuille, Mohammad Rastegari
CVPR 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph
Yao-Hung Hubert Tsai, Santosh Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
CVPR 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge
Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi
CVPR 2019
From Recognition to Cognition: Visual Commonsense Reasoning
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi
CVPR 2019
HellaSwag: Can a Machine Really Finish Your Sentence?
Rowan Zellers, A Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi
ACL 2019
Conditional Driving from Natural Language Instructions
Junha Roh, Chris Paxton, Andrezej Pronobis, Ali Farhadi, Dieter Fox
CoRL 2019
Defending Against Neural Fake news
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi
NeurIPS 2019
Discovering Neural Wirings
Mitchel Wortsman, Ali Farhadi, Mohammad Rastegari
NeurIPS 2019
2018
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video
Nancy Xin Ru Wang, Ali Farhadi, Rajesh Rao, Bingni Brunton
AAAI 2018
Re3: Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects
Daniel Gordon, Ali Farhadi, Dieter Fox
RAL 2018
Neural Speed Reading via Skim-RNN
Minjoon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi
ICLR 2018
IQA: Visual Question Answering in Interactive Environments
Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi
CVPR 2018 | NVIDIA Pioneering Research Award
Structured Set Matching Networks for One-Shot Part Labeling
Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi
CVPR 2018
Actor and Observer: Joint Modeling of First and Third-Person Videos
Gunnar Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari
CVPR 2018
Transferring Common-Sense Knowledge for Object Detection
Krishna Kumar Singh, Santosh Kumar Divvala, Ali Farhadi, Yong Jae Lee
ECCV 2019
Imagine This! Scripts to Compositions to Videos
Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi
ECCV 2018
PhotoShape: Photorealistic Materials for Large-Scale Shape Collections
Keunhong Park, Konstantinos Rematas, Ali Farhadi, Steve Seitz
SIGGRAPH Asia 2018
What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning
Daniel Gordon, Dieter Fox, Ali Farhadi
2017
AI2-THOR: An Interactive 3D Environment for Visual AI
Eric Kolve, Roozbeh Mottaghi, Winson Han, Eli VanderBilt, Luca Weihs, Alvaro Herrasti, Matt Deitke, Kiana Ehsani, Daniel Gordon, Yuke Zhu, Aniruddha Kembhavi, Abhinav Gupta, Ali Farhadi
Semantic Highlight Retrieval and Term Prediction
Min Sun, Kuo-Hao Zeng, Yen-Chen Lin, Ali Farhadi
TIP 2017
Summarizing unconstrained videos using salient montages
Min Sun, Ali Farhadi, Ben Taskar, Steve Seitz
TPAMI 2017
Target-driven visual navigation in indoor scenes using deep reinforcement learning
Yuke Zhu, Roozbeh Mottaghi, Eric Kolve, Joseph Lim, Abhinav Gupta, Fei-Fei Li, Ali Farhadi
ICRA 2017
Bidirectional Attention Flow for Machine Comprehension
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi
ICLR 2017
Asynchronous Temporal Fields for Action Recognition
Gunnar A Sigurdsson, Santosh Divvala, Ali Farhadi, Abhinav Gupta
CVPR 2017
Commonly Uncommon: Semantic Sparsity in Situation Recognition
Mark Yatskar, Vicente Ordóñez, Luke Zettlemoyer, Ali Farhadi
CVPR 2017
Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension
Aniruddha Kembhavi, Minjoon Seo, Eric Klove, Dustin Schwenk, Hannaneh Hajishirzi, Ali Farhadi
CVPR 2017
YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi
CVPR 2017 | Best Paper Honorable Mention
See the Glass Half Full: Reasoning about Liquid Containers, their Volume and Content
Roozbeh Mottaghi, Connor Schenck, Dieter Fox, Ali Farhadi
ICCV 2017
Visual Semantic Planning using Deep Successor Representations
Daniel Gordon*, Yuke Zhu*, Eric Kolve, Dieter Fox, Li Fei-Fei, Abhinav Gupta, Roozbeh Mottaghi, Ali Farhadi
ICCV 2017
2016
Toward a Taxonomy and Computational Models of Abnormalities in Images
Babak Saleh, Ahmed Elgammal, Jacob Feldman, Ali Farhadi
AAAI 2016 | Best Student Paper Award
Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects
Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi
AAAI 2016
Stating the Obvious: Extracting Visual Common Sense Knowledge
Mark Yatskar, Vicente Ordóñez, Ali Farhadi
NAACL 2016
A Task-Oriented Approach for Cost-sensitive Recognition
Roozbeh Mottaghi, Hannaneh Hajishirzi, Ali Farhadi
CVPR 2016
Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images
Roozbeh Mottaghi, Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi
CVPR 2016
You Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi
CVPR 2016 | OpenCV People's Choice Award
FigureSeer:Parsing Result-Figures in Research Papers
Noah Siegel, Santosh Divvala, Ali Farhadi
ECCV 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding
Gunnar Sigurdsson, Gul Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta
ECCV 2016
"What happens if..." Learning to predict the effect of forces in images
Roozbeh Mottaghi, Mohammad Rastegari, Abhinav Gupta, Ali Farhadi
ECCV 2016
2015
Learning to Select and Order Vacation Photographs
Fereshteh Sadeghi, J Rafael Tena, Ali Farhadi, Leonid Sigal
WACV 2015
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning
Mohammad Rastegari, Hannaneh Hajishirzi, Ali Farhadi
CVPR 2015
VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases
Fereshteh Sadeghi, Santosh K Divvala, Ali Farhadi
CVPR 2015
Solving Geometry Problems: Combining Text and Diagram Interpretation
Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni, Clint Malcolm
EMNLP 2015
Real-Time Grasp Detection Using Convolutional Neural Networks
Joseph Redmon, Anelia Angelova
ICRA 2015
VISALOGY: Answering Visual Analogy Questions
Fereshteh Sadeghi, Larry Zittnick, Ali Farhadi
NeurIPS 2015
Generating Notifications for Missing Actions: Don’t forget to turn the lights off!
Bilge Soran, Ali Farhadi, Linda Shapiro
ICCV 2015
Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing
Hamid Izadinia, Fereshteh Sadeghi, Santosh K Divvala, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi
ICCV 2015
2014
Action Recognition in the Presence of One Egocentric and Multiple Static Cameras
Bilge Soran, Ali Farhadi, Linda Shapiro
ACCV 2014
Multi Resolution Language Grounding with Weak Supervision
Rik Koncel Kedziorski, Hannaneh Hajishirzi, and Ali Farhadi
EMNLP 2014
Diagram Understanding in Geometry Questions
Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni
AAAI 2014
Ranking Domain-Specific Highlights by Analyzing Edited Videos
Min Sun, Ali Farhadi, Steve Seitz
ECCV 2014
Salient montages from unconstrained videos
Min Sun, Ali Farhadi, Ben Taskar, Steve Seitz
ECCV 2014
Towards Transparent Systems: Semantic Characterization of Failure Modes
Aayush Bansal, Ali Farhadi, Devi Parikh
ECCV 2014
Failure Prediction in Vision Systems
Peng Zhang, Jiuling Wang, Ali Farhadi, Martial Hebert, Devi Parikh
CVPR 2014
Incorporating Scene Context and Object Layout into Appearance Modeling
Hamid Izadinia, Fereshteh Sadeghi, Ali Farhadi
CVPR 2014
Learning Everything about Anything: Webly-Supervised Visual Concept Learning
Santosh K Divvala, Ali Farhadi, Carlos Guestrin
CVPR 2014
2013
Adding Unlabeled Samples to Categories by Learned Attributes
Jonghyun Choi, Mohammad Rastegari, Ali Farhadi, Larry Davis
CVPR 2013
Object-Centric Anomaly Detection by Attribute-Based Reasoning
Babak Saleh, Ali Farhadi, Ahmed Elgammal
CVPR 2013
Multi-Attribute Queries: To Merge or Not to Merge?
Mohammad Rastegari, Ali Diba, Devi Parikh, Ali Farhadi
CVPR 2013
2012
Building a Dictionary of Image Fragments
Zicheng Liao, Ali Farhadi, Yang Wang, Ian Endres, David Forsyth
CVPR 2012
Semantic Understanding of Proefessional Soccer Commentaries
Hannaneh Hajishirzi, Mohammad Rastegari, Ali Farhadi, Jessica Hodgins
UAI 2012
Attribute Discovery via Predictable Discriminative Binary Codes
Mohammad Rastegari, Ali Farhadi, David Forsyth
ECCV 2012
2011
Using Classification to Protect the Integrity of Spectrum Measurements in White Space Networks
Omid Fatemieh, Ali Farhadi, Ranveer Chandra, Carl Gunter
NDSS 2011
2010
Attribute-Centric Recognition for Cross-Category Generalization
Ali Farhadi, Ian Endres, Derek Hoiem
CVPR 2010
Every Picture Tells a Story: Generating Sentences for Images
Ali Farhadi, Mohsen Hejrati, Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David Forsyth
ECCV 2010
2009
Describing Objects by their Attributes
Ali Farhadi, Ian Endres, Derek Hoiem, David Forsyth
CVPR 2009
Unlabeled Data Improves Word Prediction
Nicolas Loeff, Ali Farhadi, Ian Endres, David Forsyth
ICCV 2009
A Latent Model of Discriminative Aspect
Ali Farhadi, Mostafa Kamali, Ian Endres, David Forsyth
ICCV 2009
2008
2006
Aligning ASL for Statistical Translation Using a Discriminative Word Model
Ali Farhadi, David Forsyth
CVPR 2006