几篇论文实现代码：
《Language Models are Visual Reasoning Coordinators》(ICLR 2023) GitHub: github.com/cliangyu/Cola [fig4]
《Rationale-Enhanced Language Models are Better Continual Relation Learners》(EMNLP 2023) GitHub: github.com/WeiminXiong/RationaleCL
《LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression》(ACL 2023) GitHub: github.com/microsoft/LLMLingua [fig1]
《MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos》(ICCV 2023) GitHub: github.com/tianfr/MonoNeRF [fig5]
《ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models》(2023) GitHub: github.com/YingqingHe/ScaleCrafter
《Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation》(2023) GitHub: github.com/f3rm/f3rm
《BotChat: A Benchmark for Evaluating the Multi-round Chatting Capability of ChatBots》(2023) GitHub: github.com/open-compass/BotChat [fig2]
《Sparse Autoencoders Find Highly Interpretable Features in Language Models》(2023) GitHub: github.com/HoagyC/sparse_coding
《SALMON: Self-Alignment with Principle-Following Reward Models》(2023) GitHub: github.com/IBM/SALMON#salmon-self-alignment-with-principle-following-reward-models [fig3]
《Efficient Graduated Non-Convexity for Pose Graph Optimization》(2023) GitHub: github.com/SNU-DLLAB/EGNC-PGO
《Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models》(2023) GitHub: github.com/Zeqiang-Lai/Mini-DALLE3
《Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation》(2023) GitHub: github.com/Princeton-SysML/Jailbreak_LLM
《TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models》(2023) GitHub: github.com/BeyonderXX/TRACE [fig6]
《Vec-Tok Speech: Speech Vectorization and Tokenization for Neural Speech Generation》(2023) GitHub: github.com/BakerBunker/VecTok
《Divide & Bind Your Attention for Improved Generative Semantic Nursing》(2023) GitHub: github.com/boschresearch/Divide-and-Bind [fig7]
《Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation》(2023) GitHub: github.com/cskyl/SAM_WSSS
《LawBench: Benchmarking Legal Knowledge of Large Language Models》(2023) GitHub: github.com/open-compass/LawBench
《SITTA: A Semantic Image-Text Alignment for Image Captioning》(2023) GitHub: github.com/ml-jku/semantic-image-text-alignment
《TopoMLP: An Simple yet Strong Pipeline for Driving Topology Reasoning》(2023) GitHub: github.com/wudongming97/TopoMLP [fig8]
《Prompt Injection attack against LLM-integrated Applications》(2023) GitHub: github.com/LLMSecurity/HouYi
《ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst》(2023) GitHub: github.com/joez17/ChatBridge [fig9]
《Point-Based Radiance Fields for Controllable Human Motion Synthesis》(2023) GitHub: github.com/dehezhang2/Point_Based_NeRF_Editing [fig10]
《A Joint Modeling of Vision-Language-Action for Target-oriented Grasping in Clutter》(2023) GitHub: github.com/xukechun/Vision-Language-Grasping [fig11]
《RING++: Roto-Translation-Invariant Gram for Global Localization on a Sparse Scan Map》(2023) GitHub: github.com/lus6-Jenny/RING [fig12]
《Language Models are Visual Reasoning Coordinators》(ICLR 2023) GitHub: github.com/cliangyu/Cola [fig4]
《Rationale-Enhanced Language Models are Better Continual Relation Learners》(EMNLP 2023) GitHub: github.com/WeiminXiong/RationaleCL
《LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression》(ACL 2023) GitHub: github.com/microsoft/LLMLingua [fig1]
《MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos》(ICCV 2023) GitHub: github.com/tianfr/MonoNeRF [fig5]
《ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models》(2023) GitHub: github.com/YingqingHe/ScaleCrafter
《Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation》(2023) GitHub: github.com/f3rm/f3rm
《BotChat: A Benchmark for Evaluating the Multi-round Chatting Capability of ChatBots》(2023) GitHub: github.com/open-compass/BotChat [fig2]
《Sparse Autoencoders Find Highly Interpretable Features in Language Models》(2023) GitHub: github.com/HoagyC/sparse_coding
《SALMON: Self-Alignment with Principle-Following Reward Models》(2023) GitHub: github.com/IBM/SALMON#salmon-self-alignment-with-principle-following-reward-models [fig3]
《Efficient Graduated Non-Convexity for Pose Graph Optimization》(2023) GitHub: github.com/SNU-DLLAB/EGNC-PGO
《Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models》(2023) GitHub: github.com/Zeqiang-Lai/Mini-DALLE3
《Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation》(2023) GitHub: github.com/Princeton-SysML/Jailbreak_LLM
《TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models》(2023) GitHub: github.com/BeyonderXX/TRACE [fig6]
《Vec-Tok Speech: Speech Vectorization and Tokenization for Neural Speech Generation》(2023) GitHub: github.com/BakerBunker/VecTok
《Divide & Bind Your Attention for Improved Generative Semantic Nursing》(2023) GitHub: github.com/boschresearch/Divide-and-Bind [fig7]
《Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation》(2023) GitHub: github.com/cskyl/SAM_WSSS
《LawBench: Benchmarking Legal Knowledge of Large Language Models》(2023) GitHub: github.com/open-compass/LawBench
《SITTA: A Semantic Image-Text Alignment for Image Captioning》(2023) GitHub: github.com/ml-jku/semantic-image-text-alignment
《TopoMLP: An Simple yet Strong Pipeline for Driving Topology Reasoning》(2023) GitHub: github.com/wudongming97/TopoMLP [fig8]
《Prompt Injection attack against LLM-integrated Applications》(2023) GitHub: github.com/LLMSecurity/HouYi
《ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst》(2023) GitHub: github.com/joez17/ChatBridge [fig9]
《Point-Based Radiance Fields for Controllable Human Motion Synthesis》(2023) GitHub: github.com/dehezhang2/Point_Based_NeRF_Editing [fig10]
《A Joint Modeling of Vision-Language-Action for Target-oriented Grasping in Clutter》(2023) GitHub: github.com/xukechun/Vision-Language-Grasping [fig11]
《RING++: Roto-Translation-Invariant Gram for Global Localization on a Sparse Scan Map》(2023) GitHub: github.com/lus6-Jenny/RING [fig12]
