← Authors

Ali Farhadi

111 papers · 2013–2025 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (150) 🌈 Renaissance Researcher (11) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (26) πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (50) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (22) πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (433) πŸ“ˆ Trend Setter ⚑ Prolific Year (12) πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (111) ❓ The Questioner (7)

Conferences

CVPR (44) NIPS (20) ICLR (11) ECCV (8) ICCV (7) EMNLP (5) ACL (4) ICML (4) NAACL (4) CORL (2) IJCNLP (1) WACV (1)

Top co-authors

Aniruddha Kembhavi (26) Roozbeh Mottaghi (22) Hannaneh Hajishirzi (21) Mohammad Rastegari (17) Yejin Choi (15) Aditya Kusupati (13) Mitchell Wortsman (12) Vivek Ramanujan (12) Kiana Ehsani (11) Luca Weihs (10)

Research topics

Robotics (1)

Keywords

neural network (10) zero-shot learning (8) transfer learning (7) convolutional neural network (7) representation learning (7) scene understanding (6) multimodal learning (6) visual question answering (6) image classification (6) action recognition (6) model compression (6) video understanding (5) vision-language model (5) visual reasoning (5) semantic segmentation (5) self-supervised learning (4) question answering (4) few-shot learning (4) language model (4) egocentric vision (3)

Papers

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens ACL 2025
Contrastive Flow Matching ICCV 2025
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025
OLMoE: Open Mixture-of-Experts Language Models ICLR 2025
Synthetic Visual Genome CVPR 2025
DRAWER: Digital Reconstruction and Articulation With Environment Realism CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass NIPS 2024
MatFormer: Nested Transformer for Elastic Inference NIPS 2024
Learning to Build by Building Your Own Instructions ECCV 2024
From an Image to a Scene: Learning to Imagine the World from a Million 360Β° Videos NIPS 2024
Selective Visual Representations Improve Convergence and Generalization for Embodied AI ICLR 2024
Task Me Anything NIPS 2024
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition NIPS 2024
Phone2Proc: Bringing Robust Robots Into Our Chaotic World CVPR 2023
What Does a Platypus Look Like? Generating Customized Prompts for Zero-Shot Image Classification ICCV 2023
Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics ICLR 2023
Impossibly Good Experts and How to Follow Them ICLR 2023
Neural Radiance Field Codebooks ICLR 2023
FastFill: Efficient Compatible Model Update ICLR 2023
Editing models with task arithmetic ICLR 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement ICCV 2023
Objaverse: A Universe of Annotated 3D Objects CVPR 2023
LCS: Learning Compressible Subspaces for Efficient, Adaptive, Real-Time Network Compression at Inference Time WACV 2023
Stable and low-precision training for large-scale vision-language models NIPS 2023
Localized Symbolic Knowledge Distillation for Visual Commonsense Models NIPS 2023
DataComp: In search of the next generation of multimodal datasets NIPS 2023
Objaverse-XL: A Universe of 10M+ 3D Objects NIPS 2023
Neural Priming for Sample-Efficient Adaptation NIPS 2023
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness NIPS 2023
AdANNS: A Framework for Adaptive Semantic Search NIPS 2023
SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks EMNLP 2023
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022
Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022
Patching open-vocabulary models by interpolating weights NIPS 2022
Matryoshka Representation Learning NIPS 2022
Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022
Object Manipulation via Visual Target Localization ECCV 2022
Break and Make: Interactive Structural Understanding Using LEGO Bricks ECCV 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text EMNLP 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World IJCNLP 2021
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
Pushing It Out of the Way: Interactive Visual Navigation CVPR 2021
TuringAdvice: A Generative and Dynamic Evaluation of Language Use NAACL 2021
LanguageRefer: Spatial-Language Model for 3D Visual Grounding CORL 2021
Probing Contextual Language Models for Common Ground with Visual Representations NAACL 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NIPS 2021
What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions ICLR 2021
Learning Generalizable Visual Representations via Interactive Gameplay ICLR 2021
Learning Neural Network Subspaces ICML 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021
Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects CVPR 2020
Supermasks in Superposition NIPS 2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform CVPR 2020
Butterfly Transform: An Efficient FFT Based Neural Architecture Design CVPR 2020
What's Hidden in a Randomly Weighted Neural Network? CVPR 2020
Visual Reaction: Learning to Play Catch With Your Drone CVPR 2020
Grounded Situation Recognition ECCV 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks ECCV 2020
VisualCOMET: Reasoning about the Dynamic Context of a Still Image ECCV 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020
Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph CVPR 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index ACL 2019
Conditional Driving from Natural Language Instructions CORL 2019
Discovering Neural Wirings NIPS 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge CVPR 2019
ELASTIC: Improving CNNs With Dynamic Scaling Policies CVPR 2019
From Recognition to Cognition: Visual Commonsense Reasoning CVPR 2019
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
Two Body Problem: Collaborative Visual Task Completion CVPR 2019
HellaSwag: Can a Machine Really Finish Your Sentence? ACL 2019
Defending Against Neural Fake News NIPS 2019
Visual Semantic Navigation using Scene Priors ICLR 2019
SeGAN: Segmenting and Generating the Invisible CVPR 2018
IQA: Visual Question Answering in Interactive Environments CVPR 2018
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension EMNLP 2018
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR 2018
Neural Speed Reading via Skim-RNN ICLR 2018
DOCK: Detecting Objects by transferring Common-sense Knowledge ECCV 2018
Imagine This! Scripts to Compositions to Videos ECCV 2018
Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018
LCNN: Lookup-Based Convolutional Neural Network CVPR 2017
YOLO9000: Better, Faster, Stronger CVPR 2017
Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017
Visual Semantic Planning Using Deep Successor Representations ICCV 2017
See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content ICCV 2017
Asynchronous Temporal Fields for Action Recognition CVPR 2017
Newtonian Scene Understanding: Unfolding the Dynamics of Objects in Static Images CVPR 2016
Actions ~ Transformations CVPR 2016
A Task-Oriented Approach for Cost-Sensitive Recognition CVPR 2016
You Only Look Once: Unified, Real-Time Object Detection CVPR 2016
Unsupervised Deep Embedding for Clustering Analysis ICML 2016
Situation Recognition: Visual Semantic Role Labeling for Image Understanding CVPR 2016
Stating the Obvious: Extracting Visual Common Sense Knowledge NAACL 2016
VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases CVPR 2015
Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off! ICCV 2015
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning CVPR 2015
Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing ICCV 2015
Solving Geometry Problems: Combining Text and Diagram Interpretation EMNLP 2015
Visalogy: Answering Visual Analogy Questions NIPS 2015
Learning Everything about Anything: Webly-Supervised Visual Concept Learning CVPR 2014
Incorporating Scene Context and Object Layout into Appearance Modeling CVPR 2014
Multi-Resolution Language Grounding with Weak Supervision EMNLP 2014
Predicting Failures of Vision Systems CVPR 2014
Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013
Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013
Object-Centric Anomaly Detection by Attribute-Based Reasoning CVPR 2013