Deep Equilibrium Optical Flow Estimation

18 April 2022

J. Zico Kolter

Papers citing "Deep Equilibrium Optical Flow Estimation"

49 / 49 papers shown

Title
Plug-and-Play Versatile Compressed Video Enhancement Huimin Zeng Jiacheng Li Zhiwei Xiong 25 0 0 21 Apr 2025
Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models Vineet Shenoy Suhas Lohit Hassan Mansour Rama Chellappa Tim K. Marks 41 0 0 21 Mar 2025
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows Jonathan Geuter Clément Bonet Anna Korba David Alvarez-Melis 56 0 0 03 Mar 2025
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing Weizhi Gao Zhichao Hou Han Xu Xiaorui Liu AAML 26 0 0 01 Nov 2024
On Logical Extrapolation for Mazes with Recurrent and Implicit Networks Brandon Knutson Amandin Chyba Rabeendran Michael I. Ivanitskiy Jordan Pettyjohn Cecilia G. Diniz Behn Samy Wu Fung Daniel McKenzie LRM 31 2 0 03 Oct 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling Jinghan Li Zhicheng Sun Fei Li 82 1 0 02 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 48 10 0 02 Oct 2024
Deep Learning in Medical Image Registration: Magic or Mirage? Rohit Jena Deeksha Sethi Pratik Chaudhari James C. Gee OOD 35 8 0 11 Aug 2024
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers Anselm Paulus Georg Martius Vít Musil AI4CE 47 1 0 08 Jul 2024
OGNI-DC: Robust Depth Completion with Optimization-Guided Neural Iterations Yiming Zuo Jia Deng VLM 29 8 0 17 Jun 2024
Global Motion Understanding in Large-Scale Video Object Segmentation Volodymyr Fedynyak Yaroslav Romanus Oles Dobosevych Igor Babin Roman Riazantsev VOS 34 1 0 11 May 2024
DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation Volodymyr Fedynyak Yaroslav Romanus Bohdan Hlovatskyi Bohdan Sydor Oles Dobosevych Igor Babin Roman Riazantsev VOS 40 3 0 11 May 2024
Virtually Enriched NYU Depth V2 Dataset for Monocular Depth Estimation: Do We Need Artificial Augmentation? D. Ignatov Andrey D. Ignatov Radu Timofte MDE 32 3 0 15 Apr 2024
Subhomogeneous Deep Equilibrium Models Pietro Sittoni Francesco Tudisco 21 0 0 01 Mar 2024
Trustworthy Self-Attention: Enabling the Network to Focus Only on the Most Relevant References Jing Yu Yujuan Tan Ao Ren Duo Liu 3DPC 23 0 0 01 Mar 2024
Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization Zhenzhang Ye Gabriel Peyré Daniel Cremers Pierre Ablin 27 2 0 26 Feb 2024
Positive concave deep equilibrium models Mateusz Gabor Tomasz Piotrowski Renato L. G. Cavalcante 21 2 0 06 Feb 2024
Fixed Point Diffusion Models Xingjian Bai Luke Melas-Kyriazi 13 3 0 16 Jan 2024
YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimation Jing Yu Yujuan Tan Ao Ren Dongyeop Kang 40 1 0 11 Jan 2024
View-Dependent Octree-based Mesh Extraction in Unbounded Scenes for Procedural Synthetic Data Zeyu Ma Alexander R. E. Raistrick Lahav Lipson Jia Deng 17 0 0 13 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 26 28 0 12 Dec 2023
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 46 5 0 06 Dec 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jiezhang Cao Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 22 9 0 20 Nov 2023
TorchDEQ: A Library for Deep Equilibrium Models Zhengyang Geng J. Zico Kolter VLM 44 12 0 28 Oct 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow Ao Luo Fan Yang Xin Li Lang Nie Chunyu Lin Haoqiang Fan Shuaicheng Liu 39 22 0 28 Sep 2023
IndGIC: Supervised Action Recognition under Low Illumination Jing-Teng Zeng 27 1 0 29 Aug 2023
Deep Equilibrium Object Detection Shuai Wang Yao Teng Limin Wang 32 6 0 18 Aug 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 26 23 0 24 Jul 2023
Deep Equilibrium Multimodal Fusion Jinhong Ni Yalong Bai Wei Zhang Ting Yao Tao Mei 19 1 0 29 Jun 2023
Infinite Photorealistic Worlds using Procedural Generation Alexander R. E. Raistrick Lahav Lipson Zeyu Ma Lingjie Mei Mingzhe Wang ... Alejandro Newell Hei Law Ankit Goyal Kaiyu Yang Jia Deng VGen 15 72 0 15 Jun 2023
Improving Adversarial Robustness of DEQs with Explicit Regulations Along the Neural Dynamics Zonghan Yang Peng Li Tianyu Pang Yang Liu AAML 21 3 0 02 Jun 2023
Test like you Train in Implicit Deep Learning Zaccharie Ramzi Pierre Ablin Gabriel Peyré Thomas Moreau 24 3 0 24 May 2023
DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium Antyanta Bangunharcana A. Magd Kyung-soo Kim MDE 19 17 0 07 Apr 2023
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models P. Micaelli Arash Vahdat Hongxu Yin Jan Kautz Pavlo Molchanov 17 17 0 02 Apr 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 25 81 0 02 Mar 2023
Towards Vision Transformer Unrolling Fixed-Point Algorithm: a Case Study on Image Restoration Peng Qiao Sidun Liu Tao Sun Ke Yang Y. Dou ViT 18 1 0 29 Jan 2023
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks Jiangpeng Li Y. Niu 29 0 0 20 Dec 2022
Multilingual Communication System with Deaf Individuals Utilizing Natural and Visual Languages Tuan-Luc Huynh Khoi-Nguyen Nguyen-Ngoc Chi-Bien Chu Minh-Triet Tran Trung-Nghia Le SLR 11 0 0 01 Dec 2022
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow Philippe Weinzaepfel Thomas Lucas Vincent Leroy Yohann Cabon Vaibhav Arora Romain Brégier G. Csurka L. Antsfeld Boris Chidlovskii Jérôme Revaud ViT 15 80 0 18 Nov 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 22 20 0 16 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi F. I. F. Richard Yu Dacheng Tao Andreas Geiger MDE 12 191 0 10 Nov 2022
Attention-based Neural Cellular Automata Mattie Tesfaldet Derek Nowrouzezahrai C. Pal ViT 16 17 0 02 Nov 2022
Deep Equilibrium Approaches to Diffusion Models Ashwini Pokle Zhengyang Geng Zico Kolter DiffM 17 39 0 23 Oct 2022
On the optimization and generalization of overparameterized implicit neural networks Tianxiang Gao Hongyang Gao MLT AI4CE 13 3 0 30 Sep 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 48 20 0 27 Feb 2022
Deep Equilibrium Models for Video Snapshot Compressive Imaging Yaping Zhao Siming Zheng Xin Yuan 40 19 0 18 Jan 2022
On Training Implicit Models Zhengyang Geng Xinyu Zhang Shaojie Bai Yisen Wang Zhouchen Lin 56 69 0 09 Nov 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 54 137 0 09 Sep 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow Huaizu Jiang Erik Learned-Miller 3DPC 17 5 0 31 Mar 2021