UrbanLF

Paper Reading Notes: “UrbanLF: A Comprehensive Light Field Dataset for Semantic Segmentation of Urban Scenes”
January 17, 2026 | 432 words | Author: Tan Ke

Large Concept Models

Paper Reading Notes: “Large Concept Models: Language Modeling in a Sentence Representation Space”
January 15, 2026 | 3217 words | Author: Tan Ke

From Tokens To Thoughts: How LLMs And Humans Trade Compression For Meaning

Paper Reading Notes: “From Tokens To Thoughts: How LLMs And Humans Trade Compression For Meaning”
January 12, 2026 | 913 words | Author: Tan Ke

RT Series (RT-1, RT-2)

Paper Reading Notes: “RT-1: Robotics Transformer for Real-World Control at Scale” and “RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control”
January 9, 2026 | 1731 words | Author: Tan Ke

CLIP

Paper Reading Notes: “Learning Transferable Visual Models From Natural Language Supervision”
January 1, 2026 | 887 words | Author: Tan Ke

Diffusion Policy

Paper Reading Notes: “Diffusion Policy: Visuomotor Policy Learning via Action Diffusion”
December 28, 2025 | 672 words | Author: Tan Ke

Synthesizer

Paper Reading Notes: “Synthesizer: Rethinking Self-Attention for Transformer Models”
December 16, 2025 | 244 words | Author: Tan Ke

Learning Transformer Programs

Paper Reading Notes: “Learning Transformer Programs”
December 15, 2025 | 339 words | Author: Tan Ke

Reformer

Paper Reading Notes: “Reformer: The Efficient Transformer”
December 14, 2025 | 287 words | Author: Tan Ke

OpenVLA

Paper Reading Notes: “OpenVLA: An Open-Source Vision-Language-Action Model”
December 12, 2025 | 312 words | Author: Tan Ke