← Authors

Antonio Torralba

156 papers · 2007–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (26) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (18) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (36) 🌟 Keyword Trendsetter Combo (29) 🀝 Dynamic Duo (24) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ‘₯ Mega-Team (85) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (22) πŸ”₯ Unstoppable (15) ❓ The Questioner ⚑ Prolific Year (19) πŸ’Ž Century Club (155) πŸ—ƒοΈ Keyword Collector (72) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

CVPR (47) NIPS (36) ICCV (28) ECCV (17) ICLR (14) ICML (7) ACL (2) RSS (2) AAAI (1) CORL (1) INTERSPEECH (1)

Top co-authors

Sanja Fidler (24) Joshua B. Tenenbaum (17) Shuang Li (14) Chuang Gan (14) David Bau (13) Carl Vondrick (11) Jun-Yan Zhu (11) Yunzhu Li (11) Aude Oliva (10) Aditya Khosla (10)

Research topics

Synthesis (1)

Keywords

generative adversarial network (15) self-supervised learning (14) representation learning (14) multimodal learning (11) semantic segmentation (9) video understanding (8) scene understanding (8) image generation (8) 3d reconstruction (7) generative model (7) convolutional neural network (7) neural network (6) 3d vision (6) unsupervised learning (6) object detection (6) object localization (5) transfer learning (5) domain adaptation (5) scene representation (4) future prediction (4)

Papers

VirtualEnv: A Platform for Embodied AI Research AAAI 2026
SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025
MultiModal Action Conditioned Video Simulation ICCV 2025
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025
Adaptive Length Image Tokenization via Recurrent Allocation ICLR 2025
Separating Knowledge and Perception with Procedural Data ICML 2025
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains ICLR 2025
A Vision Check-up for Language Models CVPR 2024
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models CVPR 2024
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models ECCV 2024
Characterizing Model Robustness via Natural Input Gradients ECCV 2024
L4GM: Large 4D Gaussian Reconstruction Model NIPS 2024
MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis ECCV 2024
Learning to Jointly Understand Visual and Tactile Signals ICLR 2024
A Multimodal Automated Interpretability Agent ICML 2024
Improving Factuality and Reasoning in Language Models through Multiagent Debate ICML 2024
Generalizing Dataset Distillation via Deep Generative Prior CVPR 2023
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects NIPS 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods NIPS 2023
Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning ICML 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models ICCV 2023
Open-vocabulary Panoptic Segmentation with Embedding Modulation ICCV 2023
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes NIPS 2023
Detecting Everything in the Open World: Towards Universal Object Detection CVPR 2023
NeuralField-LDM: Scene Generation With Hierarchical Latent Diffusion Models CVPR 2023
Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos CVPR 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models ICCV 2023
ConceptFusion: Open-set multimodal 3D mapping RSS 2023
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation ICLR 2023
Composing Ensembles of Pre-trained Models via Iterative Consensus ICLR 2023
Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022
BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022
Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Learning Program Representations for Food Images and Cooking Recipes CVPR 2022
GAN-Supervised Dense Visual Alignment CVPR 2022
Dataset Distillation by Matching Training Trajectories CVPR 2022
Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction CVPR 2022
Denoised MDPs: Learning World Models Better Than the World Itself ICML 2022
Natural Language Descriptions of Deep Visual Features ICLR 2022
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos ICLR 2022
Correcting Robot Plans with Natural Language Feedback RSS 2022
Learning Neural Acoustic Fields NIPS 2022
Procedural Image Programs for Representation Learning NIPS 2022
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment NIPS 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Skill Induction and Planning with Latent Language ACL 2022
MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning ECCV 2022
Compositional Visual Generation with Composable Diffusion Models ECCV 2022
Totems: Physical Objects for Verifying Visual Integrity ECCV 2022
Disentangling Visual and Written Concepts in CLIP CVPR 2022
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry CVPR 2022
Polymorphic-GAN: Generating Aligned Samples Across Multiple Domains With Learned Morph Maps CVPR 2022
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering ICLR 2021
Learning to See by Looking at Noise NIPS 2021
Measuring Generalization with Optimal Transport NIPS 2021
EditGAN: High-Precision Semantic Image Editing NIPS 2021
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning NIPS 2021
Learning to Compose Visual Relations NIPS 2021
Editing a classifier by rewriting its prediction rules NIPS 2021
3D Neural Scene Representations for Visuomotor Control CORL 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation CVPR 2021
Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals CVPR 2021
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort CVPR 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
BARF: Bundle-Adjusting Neural Radiance Fields ICCV 2021
Scaling Up Instance Annotation via Label Propagation ICCV 2021
Toward a Visual Concept Vocabulary for GAN Latent Space ICCV 2021
What You Can Learn by Staring at a Blank Wall ICCV 2021
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ICCV 2021
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration ICLR 2021
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos INTERSPEECH 2021
Rewriting a Deep Generative Model ECCV 2020
Learning to Simulate Dynamic Environments With GameGAN CVPR 2020
Height and Uprightness Invariance for 3D Prediction From a Single View CVPR 2020
Diverse Image Generation via Self-Conditioned GANs CVPR 2020
Music Gesture for Visual Sound Separation CVPR 2020
Visual Grounding of Learned Physical Models ICML 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations ICML 2020
Learning Compositional Koopman Operators for Model-Based Control ICLR 2020
CLEVRER: Collision Events for Video Representation and Reasoning ICLR 2020
Deep Audio Priors Emerge From Harmonic Convolutional Networks ICLR 2020
Debiased Contrastive Learning NIPS 2020
Causal Discovery in Physical Systems from Videos NIPS 2020
Detecting Natural Disasters, Damage, and Incidents in the Wild ECCV 2020
Foley Music: Learning to Generate Music from Videos ECCV 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement ECCV 2020
Deep Feedback Inverse Problem Solver ECCV 2020
Learning Words by Drawing Images CVPR 2019
The Sound of Motions ICCV 2019
Seeing What a GAN Cannot Generate ICCV 2019
Neural Turtle Graphics for Modeling City Road Layouts ICCV 2019
Meta-Sim: Learning to Generate Synthetic Datasets ICCV 2019
Gaze360: Physically Unconstrained Gaze Estimation in the Wild ICCV 2019
Self-Supervised Moving Vehicle Tracking With Stereo Sound ICCV 2019
HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization ICCV 2019
Through-Wall Human Mesh Recovery Using Radio Signals ICCV 2019
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids ICLR 2019
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks ICLR 2019
Connecting Touch and Vision via Cross-Modal Prediction CVPR 2019
How to Make a Pizza: Learning a Compositional Layer-Based GAN Model CVPR 2019
Synthesizing Environment-Aware Activities via Activity Sketches CVPR 2019
Visual Object Networks: Image Generation with Disentangled 3D Representations NIPS 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input ECCV 2018
The Sound of Pixels ECCV 2018
Single Image Intrinsic Decomposition without a Single Intrinsic Image ECCV 2018
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks ECCV 2018
Temporal Relational Reasoning in Videos ECCV 2018
Interpretable Basis Decomposition for Visual Explanation ECCV 2018
VirtualHome: Simulating Household Activities via Programs CVPR 2018
Learning to Act Properly: Predicting and Explaining Affordances From Images CVPR 2018
Inferring Light Fields From Shadows CVPR 2018
Through-Wall Human Pose Estimation Using Radio Signals CVPR 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding NIPS 2018
3D-Aware Scene Manipulation via Inverse Graphics NIPS 2018
Following Gaze in Video ICCV 2017
Open Vocabulary Scene Parsing ICCV 2017
Turning Corners Into Cameras: Principles and Methods ICCV 2017
Scene Parsing Through ADE20K Dataset CVPR 2017
Generating the Future With Adversarial Transformers CVPR 2017
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR 2017
Network Dissection: Quantifying Interpretability of Deep Visual Representations CVPR 2017
Learning Deep Features for Discriminative Localization CVPR 2016
Predicting Motivations of Actions by Leveraging Text CVPR 2016
Unsupervised Learning of Spoken Language with Visual Context NIPS 2016
MovieQA: Understanding Stories in Movies Through Question-Answering CVPR 2016
SoundNet: Learning Sound Representations from Unlabeled Video NIPS 2016
Generating Videos with Scene Dynamics NIPS 2016
Visually Indicated Sounds CVPR 2016
Eye Tracking for Everyone CVPR 2016
Anticipating Visual Representations From Unlabeled Video CVPR 2016
Learning Aligned Cross-Modal Representations From Weakly Aligned Data CVPR 2016
Learning visual biases from human imagination NIPS 2015
Skip-Thought Vectors NIPS 2015
Understanding and Predicting Image Memorability at a Large Scale ICCV 2015
Where are they looking? NIPS 2015
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books ICCV 2015
Learning Deep Features for Scene Recognition using Places Database NIPS 2014
Looking Beyond the Visible Scene CVPR 2014
HOGgles: Visualizing Object Detection Features ICCV 2013
Parsing IKEA Objects: Fine Pose Estimation ICCV 2013
SUN3D: A Database of Big Spaces Reconstructed Using SfM and Object Labels ICCV 2013
Shape Anchors for Data-Driven Multi-view Reconstruction ICCV 2013
Modifying the Memorability of Face Photographs ICCV 2013
Memorability of Image Regions NIPS 2012
Localizing 3D cuboids in single-view images NIPS 2012
Understanding the Intrinsic Memorability of Images NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Learning to Learn with Compound HD Models NIPS 2011
Unsupervised Detection of Regions of Interest Using Iterative Link Analysis NIPS 2009
Semi-Supervised Learning in Gigantic Image Collections NIPS 2009
Nonparametric Bayesian Texture Learning and Synthesis NIPS 2009
Spectral Hashing NIPS 2008
Object Recognition by Scene Alignment NIPS 2007