🧑‍🔬 Jan Kautz — all works

36 works · ← Jan Kautz

1. Importance Estimation for Neural Network Pruning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPavlo A. Molchanov et al.2019 · 1,023 citations
2. Joint Discriminative and Generative Learning for Person Re-Identification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhedong Zheng et al.2019 · 864 citations
3. Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPavlo A. Molchanov et al.2016 · 697 citations
4. Few-Shot Unsupervised Image-to-Image Translation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMing-Yu Liu et al.2019 · 653 citations
5. GroupViT: Semantic Segmentation Emerges from Text Supervision ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiarui Xu et al.2022 · 483 citations
6. NVAE: A Deep Hierarchical Variational Autoencoder ↗neural information processing systems · no summary yetArash Vahdat, Jan Kautz2020 · 388 citations
7. VILA: On Pre-training for Visual Language ModelsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 381 citations
8. A-ViT: Adaptive Tokens for Efficient Vision Transformer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHongxu Yin et al.2022 · 361 citations
9. FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBowen Wen et al.2024 · 357 citations
10. Pixel-Adaptive Convolutional Neural Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHang Su et al.2019 · 331 citations
11. Learning Linear Transformations for Fast Image and Video Style Transfer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXueting Li et al.2019 · 303 citations
12. PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChen Liu et al.2019 · 245 citations
13. PhysDiff: Physics-Guided Human Motion Diffusion Model ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYe Yuan et al.2023 · 243 citations
14. Few-Shot Adaptive Gaze Estimation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetSeonwook Park et al.2019 · 218 citations
15. Extreme View Synthesis ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetInchang Choi et al.2019 · 188 citations
16. Polarimetric Multi-view Stereo ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhaopeng Cui et al.2017 · 138 citations
17. Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJinwei Gu et al.2017 · 126 citations
18. GR00T N1: An Open Foundation Model for Generalist Humanoid Robots ↗arXiv:2503.14734 · no summary yetNVIDIA et al.2025 · 123 citations
19. Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification ↗ACM International Conference on Multimedia (ACM MM) · no summary yetXiaodong Yang, Pavlo A. Molchanov, Jan Kautz2016 · 116 citations
20. NVILA: Efficient Frontier Visual Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhijian Liu et al.2025 · 73 citations
21. Accelerated Generative Models for 3D Point Cloud Data ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBen Eckart et al.2016 · 72 citations
22. An Empirical Study of Mamba-based Language Models ↗arXiv:2406.07887 · no summary yetRoger Waleffe et al.2024 · 67 citations
23. ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models ↗arXiv:2505.24864 · no summary yetMingjie Liu et al.2025 · 58 citations
24. Hymba: A Hybrid-head Architecture for Small Language ModelsarXiv:2411.13676Xin Dong, Yonggan Fu, Shizhe Diao, et al.2024 · 50 citations
25. LongVILA: Scaling Long-Context Visual Language Models for Long Videos ↗arXiv:2408.10188 · no summary yetYukang Chen et al.2024 · 49 citations
26. FLARE: Robot Learning with Implicit World Modeling ↗arXiv (Cornell University) · no summary yetRuijie Zheng et al.2025 · 15 citations
27. DreamGen: Unlocking Generalization in Robot Learning through Video World Models ↗arXiv (Cornell University) · no summary yetJoel Jang et al.2025 · 12 citations
28. Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ↗Proceedings of the Fourth Workshop on Neural Generation and Translation · no summary yetKevin Lin et al.2020 · 8 citations
29. Scaling Vision Pre-Training to 4K Resolution ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBaifeng Shi et al.2025 · 7 citations
30. Wolf: Dense Video Captioning with a World Summarization Framework ↗arXiv (Cornell University) · no summary yetBoyi Li et al.2024 · 6 citations
31. NitroGen: An Open Foundation Model for Generalist Gaming Agents ↗arXiv (Cornell University) · no summary yetLoïc Magne et al.2026 · 5 citations
32. Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing ↗arXiv (Cornell University) · no summary yetBaifeng Shi et al.2026 · 1 citation
33. QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation ↗arXiv (Cornell University) · no summary yetYue Zhao et al.2025 · 1 citation
34. ASENA: Self-evolving Agents for Embodied Navigation ↗arXiv (Cornell University) · no summary yetAn‐Chieh Cheng et al.2026
35. Recova: Agent-Guided Failure Recovery for Autonomous Robotic Manipulation ↗arXiv (Cornell University) · no summary yetIsabella Liu et al.2026
36. GRAIL: Generating Humanoid Loco-Manipulation from 3D Assets and Video Priors ↗arXiv (Cornell University) · no summary yetXie, Tianyi et al.2026

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