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1. [Basic network architecture: Transformer] Multi-entity Video Transformers for Fine-Grained Video Representation Learning
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Paper address: https://arxiv.org//pdf/2311.10873
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Open source code: GitHub - facebookresearch/video_rep_learning: SSL Video Representation Learning project
2.【Anomaly Detection】NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation
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Paper address: https://arxiv.org//pdf/2311.11961
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Open source code (soon to be open source): GitHub - donghao51/NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation
3.【Semantic Segmentation】Generalized Category Discovery in Semantic Segmentation
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Paper address: https://arxiv.org//pdf/2311.11525
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Open source code (soon to be open source): GitHub - JethroPeng/GCDSS: The official code implementation of Generalized Category Discovery in Semantic Segmentation
4.【3D Target Detection】Sparse4D v3: Advancing End-to-End 3D Detection and Tracking
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Paper address: https://arxiv.org//pdf/2311.11722
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Open source code: GitHub - linxuewu/Sparse4D: Sparse4D v1 & v2
5.【点云】Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder
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Paper address: https://arxiv.org//pdf/2311.10887
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Open source code (soon to be open source): GitHub - Zhimin-C/Multiview-MAE
6.【Point Cloud 3D Object Detection】Domain Generalization of 3D Object Detection by Density-Resampling
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Paper address: https://arxiv.org//pdf/2311.10845
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The code will be open source soon
7. [Medical Image Segmentation] SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks
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Paper address: https://arxiv.org//pdf/2311.11969
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Open source code: GitHub - OpenGVLab/SAM-Med2D: Official implementation of SAM-Med2D
8.【Multi-modal】VLM-Eval: A General Evaluation on Video Large Language Models
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Paper address: https://arxiv.org//pdf/2311.11865
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The code will be open source soon
9.【多模态】LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
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Paper address: https://arxiv.org//pdf/2311.11860
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Open source code (soon to be open source): GitHub - rshaojimmy/JiuTian: JiuTian, a Multimodal Large Language Model from HITSZ
10.【多模态】CORE-MM: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models
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Paper address: https://arxiv.org//pdf/2311.11567
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工程主页：CORE-MM: Complex Open-ended Reasoning Evaluation for Multi-modal LargeLanguage Models
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Open source code (soon to be open source): GitHub - core-mm/core-mm
11.【Multimodal】GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration
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Paper address: https://arxiv.org//pdf/2311.12015
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Project homepage: https://microsoft.github.io/GPT4Vision-Robot-Manipulation-Prompts/
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The code will be open source soon
12.【Digital Human】Semantic-Preserved Point-based Human Avatar
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Paper address: https://arxiv.org//pdf/2311.11614
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Open source code (soon to be open source): GitHub - l1346792580123/spa
13.【Autonomous Driving】A Language Agent for Autonomous Driving
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Paper address: https://arxiv.org//pdf/2311.10813
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Open source code: GitHub - USC-GVL/Agent-Driver: A Language Agent for Autonomous Driving
14.【Diffusion】Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
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Paper address: https://arxiv.org//pdf/2311.11638
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Open source code (soon to be open source): GitHub - ChunmingHe/Reti-Diff
15.【Human Pose Estimation】Multiple View Geometry Transformers for 3D Human Pose Estimation
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Paper address: https://arxiv.org//pdf/2311.10983
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Open source code (soon to be open source): GitHub - XunshanMan/MVGFormer
16.【Crowd Counting】Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting
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Paper address: https://arxiv.org//pdf/2311.11974
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Open source code (soon to be open source): tortueTortue/IRPeopleCounting · GitHub
17.【Image Restoration】Deep Equilibrium Diffusion Restoration with Parallel Sampling
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Paper address: https://arxiv.org//pdf/2311.11600
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Open source code (soon to be open source): GitHub - caojiezhang/DeqIR: PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling"
18.【NeRF】Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
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Paper address: https://arxiv.org//pdf/2311.11845
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Open source code (coming soon): GitHub - tatakai1/EVENeRF
19.【3D Reconstruction】LiDAR-HMR: 3D Human Mesh Recovery from LiDAR
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Paper address: https://arxiv.org//pdf/2311.11971
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Open source code (soon to be open source): GitHub - soullessrobot/LiDAR-HMR: Code and data for LiDAR-HMR: 3D Human Mesh Recovery from LiDAR
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