Publications | Research

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CVPR

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2025

GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control

Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Müller, Alex Keller, Sanja Fidler, Jun Gao

CVPR

FoundationStereo: Zero-Shot Stereo Matching

Bowen Wen, Matthew Trepte, Joseph Aribido, Jan Kautz, Orazio Gallo, Stan Birchfield

CVPR

Best Paper Nomination

Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds

Eitan Shaar, Ariel Shaulov, Gal Chechik, Lior Wolf

CVPR

RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression

Uri Gadot, Assaf Shocher, Shie Mannor, Gal Chechik, Assaf Hallak

CVPR

Make It Count: Text-to-Image Generation with an Accurate Number of Objects

Lital Binyamin, Yoad Tewel, Eran Hirsch, Royi Rassin, Gal Chechik

CVPR

TriTex: Learning Texture from a Single Mesh via Triplane Semantic Features

Dana Cohen-Bar, Daniel Cohen-Or, Gal Chechik, Yoni Kasten

CVPR

BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation

Shengze Wang, Jiefeng Li, Tianye Li, Ye Yuan, Henry Fuchs, Koki Nagano, Shalini De Mello, Michael Stengel

CVPR

Coherent 3D Portrait Video Reconstruction via Triplane Fusion

Shengze Wang, Xueting Li, Chao Liu, Matthew Chan, Michael Stengel, Henry Fuchs, Shalini De Mello, Koki Nagano

CVPR

SimAvatar: Simulation-Ready Clothed Gaussian Avatars from Text

Xueting Li, Ye Yuan, Shalini De Mello, Gilles Daviet, Jonathan Leaf, Miles Macklin, Jan Kautz, Umar Iqbal

CVPR

GRS: Generating robotic simulation tasks from real-world images

Alex Zook, Josef Spjut, Jonathan Tremblay

CVPR

A Generative AI Game Jam Case Study from October 2024

CVPR

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Ali Hatamizadeh, Jan Kautz

CVPR

RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics

Chan Hee Song, Valts Blukis, Jonathan Tremblay, Stephen Tyree, Yu Su, Stan Birchfield

CVPR

2022

CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs

Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Sifei Liu

CVPR

Whose Track Is It Anyway? Improving Robustness to Tracking Errors with Affinity-Based Prediction

Xinshuo Weng, Boris Ivanovic, Kris Kitani, Marco Pavone

CVPR

Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps

Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler

CVPR

GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras

Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz

CVPR

GroupViT: Semantic Segmentation Emerges from Text Supervision

Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang

CVPR

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations

Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba

CVPR

A-ViT: Adaptive Tokens for Efficient Vision Transformer

Hongxu Danny Yin, Arash Vahdat, Jose M. Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

CVPR

When to Prune? A Policy towards Early Structural Pruning

Maying Shen, Pavlo Molchanov, Hongxu Danny Yin, Jose M. Alvarez

CVPR

GradViT: Gradient Inversion of Vision Transformers

Ali Hatamizadeh, Hongxu Danny Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

CVPR