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Dacheng Tao

Identifiers

  • name variant Dacheng Tao 0.60 · backfill

Papers (197)

  1. Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing cs.CR · 2026 · author #5
  2. Better, Faster: Harnessing Self-Improvement in Large Reasoning Models cs.CL · 2026 · author #6
  3. Factorize to Generalize: Retrieval-Guided Invariant-Dynamic Decomposition for Time Series Forecasting cs.LG · 2026 · author #9
  4. WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents cs.LG · 2026 · author #7
  5. TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting cs.CR · 2026 · author #5
  6. ConceptSeg-R1: Segment Any Concept via Meta-Reinforcement Learning cs.CV · 2026 · author #12
  7. PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset cs.CV · 2026 · author #14
  8. SPIKE: An Adaptive Dual Controller Framework for Cost-Efficient Long-Horizon Game Agents cs.CV · 2026 · author #9
  9. Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models cs.CV · 2026 · author #3
  10. STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning cs.LG · 2026 · author #8
  11. Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training cs.CV · 2026 · author #6
  12. SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization cs.CL · 2026 · author #7
  13. Echo-{\alpha}: Large Agentic Multimodal Reasoning Model for Ultrasound Interpretation cs.CV · 2026 · author #11
  14. SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound cs.CV · 2026 · author #10
  15. Distillation Traps and Guards: A Calibration Knob for LLM Distillability cs.LG · 2026 · author #4
  16. Multi-Domain Learning with Global Expert Mapping cs.CV · 2026 · author #5
  17. Understanding and Enforcing Weight Disentanglement in Task Arithmetic cs.AI · 2026 · author #8
  18. GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows cs.CL · 2026 · author #10
  19. Rethinking the Personalized Relaxed Initialization in the Federated Learning: Consistency and Generalization cs.LG · 2026 · author #3
  20. FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios cs.CV · 2026 · author #16
  21. Evolution of Video Generative Foundations cs.CV · 2026 · author #10
  22. VideoTIR: Accurate Understanding for Long Videos with Efficient Tool-Integrated Reasoning cs.CV · 2026 · author #10
  23. SteelDefectX: A Multi-Form Vision-Language Dataset and Benchmark for Steel Surface Defect Analysis cs.CV · 2026 · author #4
  24. AI Agents Alone Are Not (Yet) Sufficient for Social Simulation cs.MA · 2026 · author #2
  25. Disentangled Representation Learning via Flow Matching cs.LG · 2026 · author #8
  26. SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models cs.LG · 2026 · author #7
  27. The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check cs.CL · 2026 · author #5
  28. Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power cs.LG · 2025 · author #5
  29. Mitigating Barren Plateaus in Quantum Denoising Diffusion Probabilistic Model cs.LG · 2025 · author #3
  30. SWAP: Towards Copyright Auditing of Soft Prompts via Sequential Watermarking cs.CR · 2025 · author #7
  31. PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs cs.CR · 2025 · author #8
  32. MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on LLMs cs.LG · 2025 · author #6
  33. GeometryZero: Advancing Geometry Solving via Group Contrastive Policy Optimization cs.CL · 2025 · author #6
  34. Large Language Model Agent: A Survey on Methodology, Applications and Challenges cs.CL · 2025 · author #24
  35. R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization cs.AI · 2025 · author #7
  36. Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety cs.CR · 2025 · author #46
  37. Convergent Differential Privacy Analysis for General Federated Learning cs.LG · 2024 · author #4
  38. Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities cs.LG · 2024 · author #7
  39. A Survey on Knowledge Distillation of Large Language Models cs.CL · 2024 · author #8
  40. Task-Distributionally Robust Data-Free Meta-Learning cs.LG · 2023 · author #7
  41. Slow Feature Analysis for Human Action Recognition cs.CV · 2019 · author #2
  42. The University of Sydney's Machine Translation System for WMT19 cs.CL · 2019 · author #2
  43. Deep Modular Co-Attention Networks for Visual Question Answering cs.CV · 2019 · author #4
  44. FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network cs.CV · 2019 · author #2
  45. Soft-ranking Label Encoding for Robust Facial Age Estimation cs.CV · 2019 · author #4
  46. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering cs.CV · 2019 · author #7
  47. Truncated Cauchy Non-negative Matrix Factorization cs.LG · 2019 · author #4
  48. Segmentation-Aware Image Denoising without Knowing True Segmentation cs.CV · 2019 · author #4
  49. Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts cs.CV · 2019 · author #4
  50. A Distributed Approach towards Discriminative Distance Metric Learning cs.LG · 2019 · author #5
  51. DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs cs.CV · 2019 · author #5
  52. On Exploring Undetermined Relationships for Visual Relationship Detection cs.CV · 2019 · author #4
  53. Robust subspace clustering by Cauchy loss function cs.CV · 2019 · author #4
  54. BIT: Biologically Inspired Tracker cs.CV · 2019 · author #6
  55. Multiview Hessian Regularization for Image Annotation cs.LG · 2019 · author #2
  56. Local Deep-Feature Alignment for Unsupervised Dimension Reduction cs.CV · 2019 · author #3
  57. Global Hashing System for Fast Image Search cs.CV · 2019 · author #2
  58. Coupled Learning for Facial Deblur cs.CV · 2019 · author #2
  59. Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data cs.CV · 2019 · author #2
  60. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search cs.IR · 2019 · author #5
  61. Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification cs.CV · 2019 · author #5
  62. SCE: A manifold regularized set-covering method for data partitioning cs.CV · 2019 · author #4
  63. Patch alignment manifold matting cs.CV · 2019 · author #4
  64. Shared Predictive Cross-Modal Deep Quantization cs.CV · 2019 · author #6
  65. Single Pixel Reconstruction for One-stage Instance Segmentation cs.CV · 2019 · author #5
  66. Robust Visual Tracking Revisited: From Correlation Filter to Template Matching cs.CV · 2019 · author #6
  67. Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion cs.LG · 2019 · author #5
  68. Exploring Representativeness and Informativeness for Active Learning cs.LG · 2019 · author #7
  69. Shakeout: A New Approach to Regularized Deep Neural Network Training cs.CV · 2019 · author #3
  70. dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs cs.CV · 2019 · author #5
  71. A Light Dual-Task Neural Network for Haze Removal cs.CV · 2019 · author #4
  72. Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification cs.CV · 2019 · author #4
  73. Person Re-identification with Metric Learning using Privileged Information cs.CV · 2019 · author #3
  74. BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering cs.CL · 2019 · author #3
  75. Large Margin Multi-modal Multi-task Feature Extraction for Image Classification stat.ML · 2019 · author #3
  76. Heterogeneous Multi-task Metric Learning across Multiple Domains stat.ML · 2019 · author #3
  77. Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain stat.ML · 2019 · author #4
  78. Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images cs.CV · 2019 · author #6
  79. Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification stat.ML · 2019 · author #2
  80. Multi-View Matrix Completion for Multi-Label Image Classification stat.ML · 2019 · author #3
  81. Decomposition-Based Transfer Distance Metric Learning for Image Classification cs.CV · 2019 · author #3
  82. Ensemble Teaching for Hybrid Label Propagation cs.CV · 2019 · author #2
  83. Fast Supervised Discrete Hashing cs.LG · 2019 · author #4
  84. Supervised Discrete Hashing with Relaxation cs.LG · 2019 · author #4
  85. Diversified Hidden Markov Models for Sequential Labeling cs.LG · 2019 · author #4
  86. Adapting Stochastic Block Models to Power-Law Degree Distributions cs.SI · 2019 · author #5
  87. Fast Spatio-Temporal Residual Network for Video Super-Resolution cs.CV · 2019 · author #6
  88. A Regularization Approach for Instance-Based Superset Label Learning cs.CV · 2019 · author #6
  89. Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics cs.CV · 2019 · author #4
  90. Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification cs.CV · 2019 · author #5
  91. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval cs.IR · 2019 · author #5
  92. Multi-View Intact Space Learning cs.CV · 2019 · author #2
  93. Cost-Sensitive Feature Selection by Optimizing F-Measures cs.CV · 2019 · author #6
  94. Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer cs.CV · 2019 · author #5
  95. Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation cs.CV · 2019 · author #4
  96. On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning cs.LG · 2019 · author #4
  97. Why ResNet Works? Residuals Generalize stat.ML · 2019 · author #3
  98. Progressive LiDAR Adaptation for Road Detection cs.CV · 2019 · author #3
  99. MirrorGAN: Learning Text-to-image Generation by Redescription cs.CL · 2019 · author #4
  100. Image-Question-Answer Synergistic Network for Visual Dialog cs.CL · 2019 · author #3
  101. Learning with Inadequate and Incorrect Supervision cs.LG · 2019 · author #4
  102. Fully-Featured Attribute Transfer cs.CV · 2019 · author #5
  103. Learning Student Networks via Feature Embedding cs.LG · 2018 · author #5
  104. Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling cs.CV · 2018 · author #7
  105. Theoretical Analysis of Adversarial Learning: A Minimax Approach stat.ML · 2018 · author #3
  106. Generalization Bounds for Vicinal Risk Minimization Principle cs.LG · 2018 · author #3
  107. An Optimal Transport View on Generalization stat.ML · 2018 · author #3
  108. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge cs.CV · 2018 · author #342
  109. Transfer Metric Learning: Algorithms, Applications and Outlooks stat.ML · 2018 · author #4
  110. Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient math.OC · 2018 · author #4
  111. Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping cs.CV · 2018 · author #6
  112. Towards Query Efficient Black-box Attacks: An Input-free Perspective stat.ML · 2018 · author #5
  113. Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem math.OC · 2018 · author #4
  114. Robust Student Network Learning cs.LG · 2018 · author #6
  115. Discriminative multi-view Privileged Information learning for image re-ranking cs.CV · 2018 · author #5
  116. Domain Generalization via Conditional Invariant Representation cs.LG · 2018 · author #5
  117. Selective Zero-Shot Classification with Augmented Attributes cs.CV · 2018 · author #6
  118. Improved Techniques for Learning to Dehaze and Beyond: A Collective Study cs.CV · 2018 · author #11
  119. MoE-SPNet: A Mixture-of-Experts Scene Parsing Network cs.CV · 2018 · author #4
  120. Deep Ordinal Regression Network for Monocular Depth Estimation cs.CV · 2018 · author #5
  121. Stochastic Zeroth-order Optimization via Variance Reduction method stat.ML · 2018 · author #4
  122. Bayesian Quantum Circuit quant-ph · 2018 · author #3
  123. Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition cs.CV · 2018 · author #4
  124. Multi-view Common Component Discriminant Analysis for Cross-view Classification cs.CV · 2018 · author #5
  125. Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding cs.CV · 2018 · author #6
  126. Anchor Cascade for Efficient Face Detection cs.CV · 2018 · author #2
  127. Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification cs.CV · 2018 · author #4
  128. Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker cs.CV · 2018 · author #5
  129. An Information-Theoretic View for Deep Learning stat.ML · 2018 · author #3
  130. Deep Motion Boundary Detection cs.CV · 2018 · author #5
  131. FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification cs.CV · 2018 · author #6
  132. Causal Generative Domain Adaptation Networks stat.ML · 2018 · author #5
  133. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval cs.CV · 2018 · author #6
  134. Attention-GAN for Object Transfiguration in Wild Images cs.CV · 2018 · author #4
  135. Evolutionary Generative Adversarial Networks cs.LG · 2018 · author #4
  136. VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning cs.LG · 2018 · author #7
  137. Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields cs.CV · 2018 · author #6
  138. A survey on trajectory clustering analysis cs.CV · 2018 · author #4
  139. Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization quant-ph · 2018 · author #5
  140. Benchmarking Single Image Dehazing and Beyond cs.CV · 2017 · author #4
  141. Saliency Preservation in Low-Resolution Grayscale Images cs.CV · 2017 · author #3
  142. Deep Sampling Networks cs.CV · 2017 · author #5
  143. Learning with Biased Complementary Labels stat.ML · 2017 · author #4
  144. Variance Reduced methods for Non-convex Composition Optimization stat.ML · 2017 · author #3
  145. Duality-free Methods for Stochastic Composition Optimization stat.ML · 2017 · author #3
  146. Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning cs.AI · 2017 · author #4
  147. Joint Hierarchical Category Structure Learning and Large-Scale Image Classification cs.CV · 2017 · author #7
  148. A Compromise Principle in Deep Monocular Depth Estimation cs.CV · 2017 · author #4
  149. Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering cs.CV · 2017 · author #5
  150. Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering cs.CV · 2017 · author #4
  151. Transfer Learning with Label Noise stat.ML · 2017 · author #6
  152. Towards Evolutional Compression stat.ML · 2017 · author #5
  153. Perceptual Adversarial Networks for Image-to-Image Transformation cs.CV · 2017 · author #4
  154. Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition cs.CV · 2017 · author #4
  155. Algorithmic stability and hypothesis complexity stat.ML · 2017 · author #4
  156. Sparse Representation based Multi-sensor Image Fusion: A Review cs.CV · 2017 · author #5
  157. Privileged Multi-label Learning stat.ML · 2017 · author #5
  158. Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks cs.CV · 2016 · author #5
  159. On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization cs.CV · 2016 · author #2
  160. Real Time Fine-Grained Categorization with Accuracy and Interpretability cs.CV · 2016 · author #2
  161. Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks cs.CV · 2016 · author #3
  162. Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition cs.CV · 2016 · author #2
  163. Variance-Reduced Proximal Stochastic Gradient Descent for Non-convex Composite optimization stat.ML · 2016 · author #2
  164. Streaming View Learning stat.ML · 2016 · author #2
  165. Parts for the Whole: The DCT Norm for Extreme Visual Recovery cs.CV · 2016 · author #4
  166. Streaming Label Learning for Modeling Labels on the Fly stat.ML · 2016 · author #5
  167. Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification cs.CV · 2016 · author #5
  168. DehazeNet: An End-to-End System for Single Image Haze Removal cs.CV · 2016 · author #5
  169. Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes stat.ML · 2016 · author #2
  170. An Experimental Survey on Correlation Filter-based Tracking cs.CV · 2015 · author #3
  171. A New Low-Rank Tensor Model for Video Completion cs.CV · 2015 · author #2
  172. Robust Face Recognition via Multimodal Deep Face Representation cs.CV · 2015 · author #2
  173. DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition cs.CV · 2015 · author #3
  174. A Comprehensive Survey on Pose-Invariant Face Recognition cs.CV · 2015 · author #2
  175. Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction stat.ML · 2015 · author #2
  176. Classification with Noisy Labels by Importance Reweighting stat.ML · 2014 · author #2
  177. Local Rademacher Complexity for Multi-label Learning stat.ML · 2014 · author #3
  178. Facial Feature Point Detection: A Comprehensive Survey cs.CV · 2014 · author #3
  179. Recent Progress in Image Deblurring cs.CV · 2014 · author #2
  180. Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning cs.LG · 2014 · author #2
  181. Video Face Editing Using Temporal-Spatial-Smooth Warping cs.CV · 2014 · author #2
  182. Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition cs.CV · 2014 · author #3
  183. Distortion-driven Turbulence Effect Removal using Variational Model cs.CV · 2014 · author #3
  184. Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition stat.ML · 2013 · author #2
  185. Learning to Rank for Blind Image Quality Assessment cs.CV · 2013 · author #2
  186. Multiview Hessian Discriminative Sparse Coding for Image Annotation cs.MM · 2013 · author #2
  187. Sparse Norm Filtering cs.GR · 2013 · author #2
  188. A Survey on Multi-view Learning cs.LG · 2013 · author #2
  189. Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis stat.ML · 2012 · author #2
  190. MahNMF: Manhattan Non-negative Matrix Factorization stat.ML · 2012 · author #2
  191. Risk Bounds for Infinitely Divisible Distribution stat.ML · 2012 · author #2
  192. Bilateral Random Projections stat.ML · 2011 · author #2
  193. Hamming Compressed Sensing cs.IT · 2011 · author #2
  194. Sparse Transfer Learning for Interactive Video Search Reranking cs.IR · 2011 · author #2
  195. Multi-label Learning via Structured Decomposition and Group Sparsity cs.LG · 2011 · author #2
  196. NESVM: a Fast Gradient Method for Support Vector Machines cs.LG · 2010 · author #2
  197. Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction cs.LG · 2010 · author #2

Mentions

  • 1401.5311 #3 · backfill · confidence 0.70 Dacheng Tao
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  • 2605.18132 #3 · arxiv_oai · confidence 0.70 Dacheng Tao
  • 2512.09673 #5 · arxiv_oai · confidence 0.70 Dacheng Tao
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Frequent Coauthors