cs.LG（2023-11-06）

📊 共 13 篇论文 | 🔗 6 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (7 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (4 🔗2) 支柱八：物理动画 (Physics-based Animation) (2 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (7 篇)

#	题目	一句话要点	标签	🔗	⭐
1	QualEval: Qualitative Evaluation for Model Improvement	提出QualEval以解决量化评估指标不足的问题	large language model
2	On the Intersection of Self-Correction and Trust in Language Models	利用自我纠错提升语言模型的可信度	large language model
3	Beyond Words: A Mathematical Framework for Interpreting Large Language Models	提出Hex框架以系统性描述与改进大型语言模型	large language model chain-of-thought
4	Leveraging High-Level Synthesis and Large Language Models to Generate, Simulate, and Deploy a Uniform Random Number Generator Hardware Design	提出高层次综合方法以生成随机数生成器硬件设计	large language model
5	DeepInception: Hypnotize Large Language Model to Be Jailbreaker	提出轻量级方法利用LLM的拟人化能力进行越狱	large language model	✅
6	Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges	提出Bingo基准以解决GPT-4V(ision)的幻觉偏差与干扰问题	chain-of-thought	✅
7	S-LoRA: Serving Thousands of Concurrent LoRA Adapters	提出S-LoRA以解决大规模LoRA适配器服务问题	large language model	✅

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#	题目	一句话要点	标签	🔗	⭐
8	Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization	提出Uni-O4以统一在线与离线深度强化学习	reinforcement learning deep reinforcement learning	✅
9	Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination	通过层次特征压缩与区分理解深度表示学习	representation learning	✅
10	HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification	提出HDGL模型以解决脑部疾病分类中的动态图表示学习问题	representation learning
11	Low-Rank MDPs with Continuous Action Spaces	扩展低秩MDP至连续动作空间以提升学习效率	reinforcement learning representation learning

🔬 支柱八：物理动画 (Physics-based Animation) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
12	Hopfield-Enhanced Deep Neural Networks for Artifact-Resilient Brain State Decoding	提出Hopfield增强深度神经网络以解决脑状态解码中的伪影问题	spatiotemporal
13	MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization	提出MultiSPANS以解决复杂交通预测问题	spatiotemporal	✅

⬅️ 返回 cs.LG 首页 · 🏠 返回主页