The 19th European Conference on Computer Vision, better known as ECCV 2026, is happening this week in Malmö, Sweden. Below is a roundup of AI-related work from Princeton researchers published at the conference.
Spotlight presentation:
Authors: Yiming Zuo, Hongyu Wen, Venkat Subramanian, Patrick Chen, Karhan Kayan, Mario Bijelic, Felix Heide, Jia Deng
Dense Video Understanding with Inter-tokenization Acceleration
Authors: Haichao Zhang, Wenhao Chai, Shwai He, Ang Li, Yun Fu
Links: Paper, Project Page
Authors: Max Gonzalez Saez-Diez, Jihoon Chung, Adam D. Wolsky, Greg Lanzalotto, Dean Knox, Jonathan Mummolo, Brandon Stewart, Olga Russakovsky
InFlux++: Real and Synthetic Data for Estimating Dynamic Camera Intrinsics
Authors: Erich Liang, Caleb Kha-Uong, Chinmaya Saran, Sreemanti Dey, David Liu, Junhan Ouyang, Benjamin Zhou, Jia Deng
Links: Paper, Project Page, Video
Kilometer-Vision: A New Frontier for Large-Scale Spatial Awareness in VLMs
Authors: Aravindh Mahendran, Michael King, Matthew Grimes, Antoine Yang, Tyler Zhu, Joseph Heyward, Tengda Han, Shiry Ginosar, Chen Sun, Dima Damen, Simon Osindero, Noah Snavely, Simon Lynen, Joao Carreira, Viorica Patraucean
Recurrent Autoregressive Diffusion: Global Memory Meets Local Attention
Authors: Taiye Chen, Zihan Ding, Anjian Li, Christina Zhang, Zeqi Xiao, Yisen Wang, Chi Jin
Authors: Bowen Li, Yinjie Wang, Yunzhi Zhang, Junhong Liu, Yingqing Guo, Jiajun Wu, Mengdi Wang, Ling Yang
Reinforcing Vision-Language Models for Image Quality Assessment with Grounding Process Rewards
Authors: Jingwei Liu, Hongyan Li, Bo Liu, Tianlin Zhang, Yifei Qian, Congyang Zhao, Junhong Liu, Yang Cai, Ling Yang
Links: Paper
RoMan-4D: Learning Robot Arm Manipulation from 4D World Models
Authors: Kaichen Zhou, Yuzhen Chen, Fangneng Zhan, Hang Hua, Grace Chen, Xinhai Chang, Ao Qu, Yilun Du, Zhuang Liu, Paul Pu Liang, Mengyu Wang
Links: Paper
ScenarioControl: Vision-language Controllable Vectorized Latent Scenario Generation
Authors: Lili Gao, Yanbo Xu, William Koch, Samuele Ruffino, Luke Rowe, Behdad Chalaki, Dmitriy Rivkin, Julian Ost, Roger Girgis, Mario Bijelic, Felix Heide
Links: Paper, Project Page, Video
Sticking Information in Plain Sight: Encoding and Detecting Hidden Stickers in the Real World
Authors: Christina Shatford, Szymon Rusinkiewicz
UEval: A Benchmark for Unified Multimodal Generation
Authors: Bo Li, Yida Yin, Wenhao Chai, Xingyu Fu, Zhuang Liu
Links: Paper, Project Page
Vero: Open Reinforcement Learning Recipes for Visual Reasoning
Authors: Gabriel Sarch, Linrong Cai, Qunzhong Wang, Haoyang Wu, Danqi Chen, Zhuang Liu
Links: Paper
WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching
Authors: Yihan Wang, Jia Deng
WorldFlow3D: Flowing Through 3D Distributions for Unbounded World Generation
Authors: Amogh Joshi, Julian Ost, Felix Heide