PPaperPicks

Rongrong Ji

Xiamen University, Xiamen, China

97 papers at tracked venues · 85 at CORE A* · active 2024–2026

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Venues

NeurIPS ×18ICML ×17ACM MM ×16CVPR ×12ECCV ×8ICLR ×8ICCV ×6ACL ×5AAAI ×3EMNLP ×2IROS ×1NAACL ×1

Frequent coauthors

Xudong Li
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Zhihang Lin
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Weizhong Huang
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Yunshan Zhong
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Mingrui Wu
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Qiong Wu
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Ziyin Zhou
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Zhen Sun
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Xudong Wang
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You Huang
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Chaoyou Fu
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Wenhao Li
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Papers

  1. ALGOGEN: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization
    ACL 2026 ·
    Kunpeng Liao
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  2. EMA: An Episodic Memory Agent for Efficient and Selective Memory
    ACL 2026 ·
    Hongyi Lan
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  3. Relaxing the Constraints: A Dual-Importance Projection Mechanism for Lifelong Model Editing
    ACL 2026 ·
    Zhenghai Chen
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  4. Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
    NeurIPS 2025 ·
    Qiong Wu
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  5. Aigi-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
    ICCV 2025 ·
    Ziyin Zhou
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  6. Automated Fine-Grained Mixture-of-Experts Quantization
    ACL 2025 ·
    Zhanhao Xie
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  7. Automated Manipulation of Magnetic Microswarms for Temporal Logic Cargo Delivery Tasks in Complex Environments
    IROS 2025 ·
    Naifu Zhang
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  8. BAME: Block-Aware Mask Evolution for Efficient N: M Sparse Training
    ICML 2025 ·
    Chenyi Yang
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  9. Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
    ICML 2025 ·
    Qingchuan Ma
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  10. Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference
    AAAI 2025 ·
    Zhihang Lin
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  11. CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models
    NeurIPS 2025 ·
    Zhihang Lin
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  12. DAMamba: Vision State Space Model with Dynamic Adaptive Scan
    NeurIPS 2025 ·
    Tanzhe Li
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  13. DS-VLM: Diffusion Supervision Vision Language Model
    ICML 2025 ·
    Zhen Sun
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  14. Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
    ICML 2025 ·
    Weizhong Huang
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  15. Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
    NeurIPS 2025 ·
    Weizhong Huang
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  16. Dynamic Low-Rank Sparse Adaptation for Large Language Models
    ICLR 2025 ·
    Weizhong Huang
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  17. EasyInv: Toward Fast and Better DDIM Inversion
    ICML 2025 ·
    Ziyue Zhang
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  18. Enhancing Language Model Hypernetworks with Restart: A Study on Optimization
    NAACL 2025 ·
    Yihan Zhang
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  19. Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Gen Luo
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  20. Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models
    ICCV 2025 ·
    Xudong Li
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  21. FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
    CVPR 2025 ·
    Bo Tong
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  22. FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
    ICML 2025 ·
    Zhen Sun
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  23. From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning
    ICCV 2025 ·
    Yuhui Zeng
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  24. GPT-ReID: Learning Fine-grained Representation with GPT for Text-based Person Retrieval
    ACM MM 2025 ·
    Xudong Wang
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  25. GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models
    ICML 2025 ·
    Zhaohong Huang
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  26. Generate Aligned Anomaly: Region-Guided Few-Shot Anomaly Image-Mask Pair Synthesis for Industrial Inspection
    ACM MM 2025 ·
    Yilin Lu
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  27. HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation
    ACM MM 2025 ·
    Weihuang Lin
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  28. Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation
    ICCV 2025 ·
    You Huang
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  29. LTD-Bench: Evaluating Large Language Models by Letting Them Draw
    NeurIPS 2025 ·
    Liuhao Lin
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  30. Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
    ICLR 2025 ·
    Chenyu Zhou
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  31. MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models
    ACM MM 2025 ·
    Jiale Li
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  32. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
    NeurIPS 2025 ·
    Chaoyou Fu
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  33. OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography
    ICCV 2025 ·
    Caoshuo Li
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  34. Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models
    ICLR 2025 ·
    Qiong Wu
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  35. SVFR: A Unified Framework for Generalized Video Face Restoration
    CVPR 2025 ·
    Zhiyao Wang
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  36. Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers
    ICCV 2025 ·
    Yunshan Zhong
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  37. Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
    NeurIPS 2025 ·
    Wenhao Li
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  38. Towards General Visual-Linguistic Face Forgery Detection
    CVPR 2025 ·
    Ke Sun
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  39. Training Long-Context LLMs Efficiently via Chunk-wise Optimization
    ACL 2025 ·
    Wenhao Li
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  40. VISA: Group-wise Visual Token Selection and Aggregation via Graph Summarization for Efficient MLLMs Inference
    ACM MM 2025 ·
    Pengfei Jiang
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  41. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    NeurIPS 2025 ·
    Chaoyou Fu
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  42. VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
    NeurIPS 2025 ·
    Zuwei Long
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  43. VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding
    CVPR 2025 ·
    Yujie Liang
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  44. Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
    NeurIPS 2025 ·
    Yongdong Luo
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  45. What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation
    ACM MM 2025 ·
    Jianghang Lin
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  46. Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
    NeurIPS 2025 ·
    Xudong Li
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  47. polybasic Speculative Decoding Through a Theoretical Perspective
    ICML 2025 ·
    Ruilin Wang
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  48. γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Yaxin Luo
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  49. 3D-GRES: Generalized 3D Referring Expression Segmentation
    ACM MM 2024 ·
    Changli Wu
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  50. AccDiffusion: An Accurate Method for Higher-Resolution Image Generation
    ECCV 2024 ·
    Zhihang Lin
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  51. Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
    ICML 2024 ·
    Xudong Li
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  52. Adaptive Selection based Referring Image Segmentation
    ACM MM 2024 ·
    Pengfei Yue
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  53. Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation
    ACM MM 2024 ·
    Jingjing Xie
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  54. AffineQuant: Affine Transformation Quantization for Large Language Models
    ICLR 2024 ·
    Yuexiao Ma
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  55. Aligning and Prompting Everything All at Once for Universal Visual Perception
    CVPR 2024 ·
    Yunhang Shen
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  56. AnyTrans: Translate AnyText in the Image with Large Scale Models
    EMNLP 2024 ·
    Zhipeng Qian
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  57. Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers
    CVPR 2024 ·
    Jinxia Xie
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  58. CaM: Cache Merging for Memory-efficient LLMs Inference
    ICML 2024 ·
    Yuxin Zhang
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  59. CamoTeacher: Dual-Rotation Consistency Learning for Semi-supervised Camouflaged Object Detection
    ECCV 2024 ·
    Xunfa Lai
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  60. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
    ACM MM 2024 ·
    Timin Gao
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  61. Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models
    EMNLP 2024 ·
    Sheng Zhang
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  62. ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
    NeurIPS 2024 ·
    Mingrui Wu
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  63. Cross-Modality Perturbation Synergy Attack for Person Re-identification
    NeurIPS 2024 ·
    Yunpeng Gong
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  64. Deep Instruction Tuning for Segment Anything Model
    ACM MM 2024 ·
    Xiaorui Huang
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  65. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
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  66. DiffuMatting: Synthesizing Arbitrary Objects with Matting-Level Annotation
    ECCV 2024 ·
    Xiaobin Hu
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  67. DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
    NeurIPS 2024 ·
    Ke Sun
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  68. Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
    NeurIPS 2024 ·
    Xinyang Li
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  69. Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
    ICLR 2024 ·
    Yuxin Zhang
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  70. ERQ: Error Reduction for Post-Training Quantization of Vision Transformers
    ICML 2024 ·
    Yunshan Zhong
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  71. Enhancing Tampered Text Detection Through Frequency Feature Fusion and Decomposition
    ECCV 2024 ·
    Zhongxi Chen
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  72. Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
    ICML 2024 ·
    Mingrui Wu
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  73. Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model
    ECCV 2024 ·
    Danni Yang
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  74. Exploring Target Representations for Masked Autoencoders
    ICLR 2024 ·
    Xingbin Liu
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  75. Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization
    ICML 2024 ·
    Jinlu Zhang
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  76. FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
    CVPR 2024 ·
    You Huang
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  77. GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane
    ACM MM 2024 ·
    Yansong Qu
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  78. GraCo: Granularity-Controllable Interactive Segmentation
    CVPR 2024 ·
    Yian Zhao
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  79. I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
    NeurIPS 2024 ·
    Yiwei Ma
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  80. Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment
    ICML 2024 ·
    Xudong Li
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  81. Learning Image Demoiréing from Unpaired Real Data
    AAAI 2024 ·
    Yunshan Zhong
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  82. Multi-branch Collaborative Learning Network for 3D Visual Grounding
    ECCV 2024 ·
    Zhipeng Qian
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  83. Multimodal Inplace Prompt Tuning for Open-set Object Detection
    ACM MM 2024 ·
    Guilin Li
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  84. Outlier-aware Slicing for Post-Training Quantization in Vision Transformer
    ICML 2024 ·
    Yuexiao Ma
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  85. PortraitBooth: A Versatile Portrait Model for Fast Identity-Preserved Personalization
    CVPR 2024 ·
    Xu Peng
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  86. Prompting to Adapt Foundational Segmentation Models
    ACM MM 2024 ·
    Jie Hu
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  87. QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding
    ACM MM 2024 ·
    Shengxin Chen
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  88. RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
    NeurIPS 2024 ·
    Changli Wu
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  89. RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
    NeurIPS 2024 ·
    Lei Tan
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  90. Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
    CVPR 2024 ·
    Sihan Liu
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  91. SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
    ICML 2024 ·
    Danni Yang
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  92. StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model
    ACM MM 2024 ·
    Ziyin Zhou
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  93. TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-spoofing
    ECCV 2024 ·
    Xudong Wang
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  94. Textual Grounding for Open-Vocabulary Visual Information Extraction in Layout-Diversified Documents
    ECCV 2024 ·
    Mengjun Cheng
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  95. Toward Open-Set Human Object Interaction Detection
    AAAI 2024 ·
    Mingrui Wu
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  96. UniPTS: A Unified Framework for Proficient Post-Training Sparsity
    CVPR 2024 ·
    Jingjing Xie
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  97. X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
    ICML 2024 ·
    Yiwei Ma
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