🔥We are working on Notion, Last updated on 24th Feb 2024
Reasoning, Agent, Reinforcement learning, Robotics, Prompt engineering, CoT, ICL, Multimodal LLM(LiDAR), Instruction turning, VQA, Data generation, Driving, Feedback, VLM, PEFT, RLHF, RAG (retrieval augmented generation)
Awesome-Multimodal-Large-Language-Models
Awesome-LLM-Robotics
Awesome-Multimodal-Reasoning
LLM-Reasoning-Papers
LLMSurvey
Awesome_Multimodel_LLM
A Survey of Large Language Models
A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Towards Reasoning in Large Language Models: A Survey
A Survey on Large Language Model based Autonomous Agents
The Rise and Potential of Large Language Model Based Agents: A Survey
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis
Language-conditioned Learning for Robotic Manipulation: A Survey
Foundation Models in Robotics: Applications, Challenges, and the Future
The Development of LLMs for Embodied Navigation
LLM Powered Autonomous Agents
Awesome-Embodied-Agent-with-LLMs
Subcategory | Models | Linked Title | Publication Date |
---|---|---|---|
Object Detection | OWL-ViT | Simple Open-Vocabulary Object Detection with Vision Transformers | 12 May 2022 |
GLIP | Grounded Language-Image Pre-training | 7 Dec 2021 | |
Grounding DINO | Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection | 9 Mar 2023 | |
PointCLIP | PointCLIP: Point Cloud Understanding by CLIP | 4 Dec 2021 | |
Segment Anything | Segment Anything | 5 Apr 2023 |