Transient Artifact Reduction Algorithm (TARA) Based on Sparse Optimization. - Ivan W. Selesnick; Harry L. Graber; Yin Ding; Tong Zhang 023; Randall L. Barbour (IEEE Trans. Signal Process., 2014)

Sparse Coding on Cascaded Residuals. - Tong Zhang 023; Fatih Porikli (ACCV (4), 2016)

Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding. - Wen-bing Huang 001; Mehrtash Harandi; Tong Zhang 023; Lijie Fan; Fuchun Sun 001; Junzhou Huang (NIPS, 2017)

Deep Subspace Clustering Networks. - Pan Ji; Tong Zhang 023; Hongdong Li; Mathieu Salzmann; Ian D. Reid 001 (NIPS, 2017)

Scalable Deep k-Subspace Clustering. - Tong Zhang 023; Pan Ji; Mehrtash Harandi; Richard I. Hartley; Ian D. Reid 001 (ACCV (5), 2018)

Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. - Jing Zhang 052; Tong Zhang 023; Yuchao Dai; Mehrtash Harandi; Richard I. Hartley (CVPR, 2018)

Adaptive Sampling Towards Fast Graph Representation Learning. - Wen-bing Huang 001; Tong Zhang 023; Yu Rong 001; Junzhou Huang (NeurIPS, 2018)

Cascade residuals guided nonlinear dictionary learning. - Tong Zhang 023; Fatih Porikli (Comput. Vis. Image Underst., 2018)

Neural Collaborative Subspace Clustering. - Tong Zhang 023; Pan Ji; Mehrtash Harandi; Wen-bing Huang 001; Hongdong Li (ICML, 2019)

Optimal Feature Transport for Cross-View Image Geo-Localization. - Yujiao Shi; Xin Yu 002; Liu Liu 009; Tong Zhang 023; Hongdong Li (AAAI, 2020)

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders. - Jing Zhang 052; Deng-Ping Fan; Yuchao Dai; Saeed Anwar; Fatemeh Sadat Saleh; Tong Zhang 023; Nick Barnes (CVPR, 2020)

End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera. - Zhenbo Song; Jianfeng Lu 003; Tong Zhang 023; Hongdong Li (ICRA, 2020)

Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation. - Hongtao Yang; Tong Zhang 023; Wenbing Huang 001; Xuming He 001; Fatih Porikli (HUMA @ ACM Multimedia, 2020)

Reinforced Attention for Few-Shot Learning and Beyond. - Jie Hong; Pengfei Fang; Weihao Li 005; Tong Zhang 023; Christian Simon; Mehrtash Harandi; Lars Petersson (CVPR, 2021)

Uncertainty-Aware Joint Salient Object and Camouflaged Object Detection. - Aixuan Li; Jing Zhang 052; Yunqiu Lv; Bowen Liu 012; Tong Zhang 023; Yuchao Dai (CVPR, 2021)

On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training. - Chen Liu 027; Zhichao Huang 002; Mathieu Salzmann; Tong Zhang 023; Sabine Süsstrunk (CoRR, 2021)

Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective. - Jing Zhang 052; Yuchao Dai; Tong Zhang 023; Mehrtash Harandi; Nick Barnes; Richard Hartley 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

MuIT: An End-to-End Multitask Learning Transformer. - Deblina Bhattacharjee; Tong Zhang 023; Sabine Süsstrunk; Mathieu Salzmann (CVPR, 2022)

Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy. - Tong Zhang 023; Congpei Qiu; Wei Ke 003; Sabine Süsstrunk; Mathieu Salzmann (CVPR, 2022)

RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering. - Di Chang; Aljaz Bozic; Tong Zhang 023; Qingsong Yan; Yingcong Chen; Sabine Süsstrunk; Matthias Nießner (ECCV (31), 2022)

Optimizing Latent Space Directions for Gan-Based Local Image Editing. - Ehsan Pajouheshgar; Tong Zhang 023; Sabine Süsstrunk (ICASSP, 2022)

MulT: An End-to-End Multitask Learning Transformer. - Deblina Bhattacharjee; Tong Zhang 023; Sabine Süsstrunk; Mathieu Salzmann (CoRR, 2022)

DSI2I: Dense Style for Unpaired Image-to-Image Translation. - Baran Ozaydin; Tong Zhang 023; Sabine Süsstrunk; Mathieu Salzmann (CoRR, 2022)

Semi-supervised Active Salient Object Detection. - Yunqiu Lv; Bowen Liu 012; Jing Zhang 052; Yuchao Dai; Aixuan Li; Tong Zhang 023 (Pattern Recognit., 2022)

Modeling Object Dissimilarity for Deep Saliency Prediction. - Bahar Aydemir; Deblina Bhattacharjee; Tong Zhang 023; Seungryong Kim; Mathieu Salzmann; Sabine Süsstrunk (Trans. Mach. Learn. Res., 2022)

TempSAL - Uncovering Temporal Information for Deep Saliency Prediction. - Bahar Aydemir; Ludo Hoffstetter; Tong Zhang 023; Mathieu Salzmann; Sabine Süsstrunk (CVPR, 2023)

DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata. - Ehsan Pajouheshgar; Yitao Xu; Tong Zhang 023; Sabine Süsstrunk (CVPR, 2023)

VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction. - Yufan Ren; Fangjinhua Wang; Tong Zhang 023; Marc Pollefeys; Sabine Süsstrunk (CVPR, 2023)

Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild. - Yanhao Wu; Tong Zhang 023; Wei Ke 003; Sabine Süsstrunk; Mathieu Salzmann (CVPR, 2023)

Feature Correlation Aggregation: on the Path to Better Graph Neural Networks. - Jieming Zhou; Tong Zhang 023; Pengfei Fang; Lars Petersson; Mehrtash Harandi (DICTA, 2023)

NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects. - Dongqing Wang; Tong Zhang 023; Sabine Süsstrunk (ICCV, 2023)

Diff3DHPE: A Diffusion Model for 3D Human Pose Estimation. - Jieming Zhou; Tong Zhang 023; Zeeshan Hayder; Lars Petersson; Mehrtash Harandi (ICCV (Workshops), 2023)

De-coupling and De-positioning Dense Self-supervised Learning. - Congpei Qiu; Tong Zhang 023; Wei Ke 003; Mathieu Salzmann; Sabine Süsstrunk (CoRR, 2023)

Crowd Counting with Sparse Annotation. - Shiwei Zhang 004; Zhengzheng Wang; Qing Liu 003; Fei Wang; Wei Ke 003; Tong Zhang 023 (CoRR, 2023)

InpaintNeRF360: Text-Guided 3D Inpainting on Unbounded Neural Radiance Fields. - Dongqing Wang; Tong Zhang 023; Alaa Abboud; Sabine Süsstrunk (CoRR, 2023)

Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning. - Aixuan Li; Jing Zhang 052; Yunqiu Lv; Tong Zhang 023; Yiran Zhong; Mingyi He; Yuchao Dai (CoRR, 2023)

DiffusionPCR: Diffusion Models for Robust Multi-Step Point Cloud Registration. - Zhi Chen 011; Yufan Ren; Tong Zhang 023; Zheng Dang; Wenbing Tao; Sabine Süsstrunk; Mathieu Salzmann (CoRR, 2023)

InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360° Neural Radiance Fields. - Dongqing Wang; Tong Zhang 023; Alaa Abboud; Sabine Süsstrunk (CVPR, 2024)

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning Through Object Exchange. - Yanhao Wu; Tong Zhang 023; Wei Ke 003; Congpei Qiu; Sabine Süsstrunk; Mathieu Salzmann (CVPR, 2024)

DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses. - Chen Zhao; Tong Zhang 023; Zheng Dang; Mathieu Salzmann (CVPR, 2024)

Data Augmentation via Latent Diffusion for Saliency Prediction. - Bahar Aydemir; Deblina Bhattacharjee; Tong Zhang 023; Mathieu Salzmann; Sabine Süsstrunk (ECCV (78), 2024)

Unlocking Comics: The AI4VA Dataset for Visual Understanding. - Peter Grönquist; Deblina Bhattacharjee; Bahar Aydemir; Baran Ozaydin; Tong Zhang 023; Mathieu Salzmann; Sabine Süsstrunk (ECCV Workshops (5), 2024)

SINDER: Repairing the Singular Defects of DINOv2. - Haoqi Wang; Tong Zhang 023; Mathieu Salzmann (ECCV (7), 2024)

Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning. - Congpei Qiu; Tong Zhang 023; Yanhao Wu; Wei Ke 003; Mathieu Salzmann; Sabine Süsstrunk (ICLR, 2024)

3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation. - Chen Zhao; Tong Zhang 023; Mathieu Salzmann (ICLR, 2024)

Boosting Semi-supervised Crowd Counting with Scale-based Active Learning. - Shiwei Zhang 004; Wei Ke 003; Shuai Liu 016; Xiaopeng Hong; Tong Zhang 023 (ACM Multimedia, 2024)

AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer. - Yitao Xu; Tong Zhang 023; Sabine Süsstrunk (NeurIPS, 2024)

OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation. - Baran Ozaydin; Tong Zhang 023; Deblina Bhattacharjee; Sabine Süsstrunk; Mathieu Salzmann (CoRR, 2024)

Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation. - Zicheng Zhang; Tong Zhang 023; Yi Zhu 004; Jianzhuang Liu; Xiaodan Liang; Qixiang Ye; Wei Ke 003 (CoRR, 2024)

Coherent and Multi-modality Image Inpainting via Latent Space Optimization. - Lingzhi Pan; Tong Zhang 023; Bingyuan Chen; Qi Zhou; Wei Ke 003; Sabine Süsstrunk; Mathieu Salzmann (CoRR, 2024)

Learning-based Multi-View Stereo: A Survey. - Fangjinhua Wang; Qingtian Zhu; Di Chang; Quankai Gao; Junlin Han; Tong Zhang 023; Richard Hartley 001; Marc Pollefeys (CoRR, 2024)

Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis. - Chen Zhao; Xuan Wang 009; Tong Zhang 023; Saqib Javed; Mathieu Salzmann (CoRR, 2024)

Mixture of Physical Priors Adapter for Parameter-Efficient Fine-Tuning. - Zhaozhi Wang; Conghu Li; Qixiang Ye; Tong Zhang 023 (CoRR, 2024)

Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density. - Shuangqi Li; Chen Liu 027; Tong Zhang 023; Hieu Le 001; Sabine Süsstrunk; Mathieu Salzmann (Trans. Mach. Learn. Res., 2024)

DSI2I: Dense Style for Unpaired Exemplar-based Image-to- Image Translation. - Baran Ozaydin; Tong Zhang 023; Sabine Süsstrunk; Mathieu Salzmann (Trans. Mach. Learn. Res., 2024)

Mesh Neural Cellular Automata. - Ehsan Pajouheshgar; Yitao Xu; Alexander Mordvintsev; Eyvind Niklasson; Tong Zhang 023; Sabine Süsstrunk (ACM Trans. Graph., 2024)

Deep Non-Rigid Structure-From-Motion: A Sequence-to-Sequence Translation Perspective. - Hui Deng; Tong Zhang 023; Yuchao Dai; Jiawei Shi; Yiran Zhong; Hongdong Li (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing. - Yufan Ren; Zicong Jiang; Tong Zhang 023; Søren Forchhammer; Sabine Süsstrunk (CVPR, 2025)

Refining CLIP's Spatial Awareness: A Visual-Centric Perspective. - Congpei Qiu; Yanhao Wu; Wei Ke 003; Xiuxiu Bai; Tong Zhang 023 (ICLR, 2025)

Adaptive Multi-step Refinement Network for Robust Point Cloud Registration. - Zhi Chen 011; Yufan Ren; Tong Zhang 023; Zheng Dang; Wenbing Tao; Sabine Süsstrunk; Mathieu Salzmann (Trans. Mach. Learn. Res., 2025)

Demystifying Singular Defects in Large Language Models. - Haoqi Wang; Tong Zhang 023; Mathieu Salzmann (CoRR, 2025)

Volumetric Temporal Texture Synthesis for Smoke Stylization using Neural Cellular Automata. - Dongqing Wang; Ehsan Pajouheshgar; Yitao Xu; Tong Zhang 023; Sabine Süsstrunk (CoRR, 2025)

Monte Carlo Diffusion for Generalizable Learning-Based RANSAC. - Jiale Wang; Chen Zhao; Wei Ke 003; Tong Zhang 023 (CoRR, 2025)

Generating Multimodal Driving Scenes via Next-Scene Prediction. - Yanhao Wu; Haoyang Zhang; Tianwei Lin; Lichao Huang; Shujie Luo; Rui Wu; Congpei Qiu; Wei Ke 003; Tong Zhang 023 (CoRR, 2025)

VGRP-Bench: Visual Grid Reasoning Puzzle Benchmark for Large Vision-Language Models. - Yufan Ren; Konstantinos Tertikas; Shalini Maiti; Junlin Han; Tong Zhang 023; Sabine Süsstrunk; Filippos Kokkinos (CoRR, 2025)

Canonical Latent Representations in Conditional Diffusion Models. - Yitao Xu; Tong Zhang 023; Ehsan Pajouheshgar; Sabine Süsstrunk (CoRR, 2025)