AE
Alexei A. Efros
cs.CVcs.LGcs.AIcs.GRstat.MLcs.ROcs.NEcs.CLcs.MMcs.SD
On Valency
published · living versionsW_ber6cpqu·v1 · currentpublished
Context Encoders: Feature Learning by Inpainting
with Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell
1 version
Preprints & journals
116 papers in the corpus · 2012–2026Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale2604.18572v3 · A. Sophia Koepke, Daniil Zverev, Shiry Ginosar et al.2026 · 0 citationsarXiv
Bottom-up Modeling of Repeated Elements via Single Image Analysis-by-Synthesis2609.07939v2 · Syrine Kalleli, Alexei A. Efros, Mathieu Aubry2026 · 0 citationsarXiv
Balancing Frequencies and Pixels in Flow Matching2609.02748v1 · Lucas Degeorge, Paul Couairon, Arijit Ghosh et al.2026 · 0 citationsarXiv
The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric2607.18237v2 · Sheng-Yu Wang, Yotam Nitzan, Aaron Hertzmann et al.2026 · 0 citationsarXiv
Autoregressive Modeling of Film with Applications in Video Montage2607.14645v2 · Marcelo Sandoval-Castaneda, Fabian Caba Heilbron, Shiry Ginosar et al.2026 · 0 citationsSIGGRAPH Conference Papers '26, Article 129, 1-11, ACM, 2026
The FID Lottery: Quantifying Hidden Randomness in Generative-Model Evaluation2606.20536v1 · Nicolas Dufour, Alexei A. Efros, Patrick P'erez2026 · 0 citationsarXiv
It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models2601.00090v2 · Anne Harrington, A. Sophia Koepke, Shyamgopal Karthik et al.2025 · 0 citationsarXiv
Fast Data Attribution for Text-to-Image Models2511.10721v1 · Sheng-Yu Wang, Aaron Hertzmann, Alexei A Efros et al.2025 · 0 citationsarXiv
Vision Transformers Don't Need Trained Registers2506.08010v5 · Nick Jiang, Amil Dravid, Alexei Efros et al.2025 · 3 citationsarXiv
The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio2507.02864v2 · Renhao Wang, Haoran Geng, Tingle Li et al.2025 · 0 citationsarXiv
IT$^3$: Idempotent Test-Time Training2410.04201v2 · Nikita Durasov, Assaf Shocher, Doruk Oner et al.2024 · 0 citationsarXiv
Prioritized Generative Replay2410.18082v2 · Renhao Wang, Kevin Frans, Pieter Abbeel et al.2024 · 0 citationsarXiv
Rethinking Patch Dependence for Masked Autoencoders2401.14391v2 · Letian Fu, Long Lian, Renhao Wang et al.2024 · 3 citationsarXiv
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting2503.21770v1 · Anand Bhattad, Konpat Preechakul, Alexei A. Efros2025 · 0 citationsarXiv
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images2406.09408v3 · Sheng-Yu Wang, Aaron Hertzmann, Alexei A. Efros et al.2024 · 0 citationsarXiv
Interpreting the Second-Order Effects of Neurons in CLIP2406.04341v3 · Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt2024 · 0 citationsarXiv
GPS as a Control Signal for Image Generation2501.12390v2 · Chao Feng, Ziyang Chen, Aleksander Holynski et al.2025 · 3 citationsarXiv
Continuous 3D Perception Model with Persistent State2501.12387v1 · Qianqian Wang, Yifei Zhang, Aleksander Holynski et al.2025 · 81 citationsarXiv
Test-Time Training on Video Streams2307.05014v3 · Renhao Wang, Yu Sun, Arnuv Tandon et al.2023 · 3 citationsarXiv
Synthesizing Moving People with 3D Control2401.10889v2 · Boyi Li, Junming Chen, Jathushan Rajasegaran et al.2024 · 0 citationsarXiv
Rethinking Score Distillation as a Bridge Between Image Distributions2406.09417v2 · David McAllister, Songwei Ge, Jia-Bin Huang et al.2024 · 4 citationsarXiv
Toon3D: Seeing Cartoons from New Perspectives2405.10320v3 · Ethan Weber, Riley Peterlinz, Rohan Mathur et al.2024 · 0 citationsarXiv
Interpreting the Weight Space of Customized Diffusion Models2406.09413v3 · Amil Dravid, Yossi Gandelsman, Kuan-Chieh Wang et al.2024 · 3 citationsarXiv
Evaluating Multiview Object Consistency in Humans and Image Models2409.05862v2 · Tyler Bonnen, Stephanie Fu, Yutong Bai et al.2024 · 1 citationarXiv
Diffusion Models as Data Mining Tools2408.02752v1 · Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros et al.2024 · 1 citationarXiv
COLMAP-Free 3D Gaussian Splatting2312.07504v2 · Yang Fu, Sifei Liu, Amey Kulkarni et al.2023 · 144 citationsarXiv
Interpreting CLIP's Image Representation via Text-Based Decomposition2310.05916v4 · Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt2023 · 4 citationsarXiv
Disentangled 3D Scene Generation with Layout Learning2402.16936v1 · Dave Epstein, Ben Poole, Ben Mildenhall et al.2024 · 0 citationsarXiv
Sequential Modeling Enables Scalable Learning for Large Vision Models2312.00785v1 · Yutong Bai, Xinyang Geng, Karttikeya Mangalam et al.2023 · 112 citationsarXiv
Idempotent Generative Network2311.01462v1 · Assaf Shocher, Amil Dravid, Yossi Gandelsman et al.2023 · 4 citationsarXiv
Internet Explorer: Targeted Representation Learning on the Open Web2302.14051v2 · Alexander C. Li, Ellis Brown, Alexei A. Efros et al.2023 · 4 citationsarXiv
Evaluating Data Attribution for Text-to-Image Models2306.09345v2 · Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu et al.2023 · 19 citationsarXiv
Rosetta Neurons: Mining the Common Units in a Model Zoo2306.09346v2 · Amil Dravid, Yossi Gandelsman, Alexei A. Efros et al.2023 · 8 citationsarXiv
Diffusion Self-Guidance for Controllable Image Generation2306.00986v3 · Dave Epstein, Allan Jabri, Ben Poole et al.2023 · 61 citationsarXiv
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions2303.12789v2 · Ayaan Haque, Matthew Tancik, Alexei A. Efros et al.2023 · 301 citationsarXiv
Generalizing Dataset Distillation via Deep Generative Prior2305.01649v2 · George Cazenavette, Tongzhou Wang, Antonio Torralba et al.2023 · 62 citationsarXiv
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes2304.14406v1 · Sumith Kulal, Tim Brooks, Alex Aiken et al.2023 · 32 citationsarXiv
InstructPix2Pix: Learning to Follow Image Editing Instructions2211.09800v2 · Tim Brooks, Aleksander Holynski, Alexei A. Efros2022 · 1,407 citationsarXiv
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency.30762530 · Tulsiani, Shubham, Zhou, Tinghui, Efros, Alexei A et al.2022 · 571 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(12):8754-8765
Understanding Collapse in Non-Contrastive Siamese Representation Learning2209.15007v2 · Alexander C. Li, Alexei A. Efros, Deepak Pathak2022 · 25 citationsarXiv
Hallucinating Pose-Compatible Scenes2112.06909v2 · Tim Brooks, Alexei A. Efros2021 · 12 citationsarXiv
Learning to Learn with Generative Models of Neural Network Checkpoints2209.12892v1 · William Peebles, Ilija Radosavovic, Tim Brooks et al.2022 · 7 citationsarXiv
Studying Bias in GANs through the Lens of Race2209.02836v2 · Vongani H. Maluleke, Neerja Thakkar, Tim Brooks et al.2022 · 41 citationsarXiv
BlobGAN: Spatially Disentangled Scene Representations2205.02837v2 · Dave Epstein, Taesung Park, Richard Zhang et al.2022 · 36 citationsarXiv
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency2204.10310v3 · Tom Monnier, Matthew Fisher, Alexei A. Efros et al.2022 · 28 citationsarXiv
GAN-Supervised Dense Visual Alignment2112.05143v2 · William Peebles, Jun-Yan Zhu, Richard Zhang et al.2021 · 53 citationsarXiv
Learning Pixel Trajectories with Multiscale Contrastive Random Walks2201.08379v2 · Zhangxing Bian, Allan Jabri, Alexei A. Efros et al.2022 · 37 citationsarXiv
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery2110.15904v2 · Xi Shen, Alexei A. Efros, Armand Joulin et al.2021 · 15 citationsarXiv
Dataset Distillation by Matching Training Trajectories2203.11932v1 · George Cazenavette, Tongzhou Wang, Antonio Torralba et al.2022 · 240 citationsarXiv
MarioNette: Self-Supervised Sprite Learning2104.14553v2 · Dmitriy Smirnov, Michael Gharbi, Matthew Fisher et al.2021 · 0 citationsarXiv
Career total: 301 works. 116 are in this corpus.Showing the 50 most recent.
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