Research Decoded

Scientific Breakthroughs

Mendel: Inheritance (1866)Einstein: Relativity (1905)Nash: Equilibrium (1950)Watson & Crick: DNA (1953)

Network Science

Watts & Strogatz (1998)Barabási & Albert (1999)

Foundational Papers

Word2Vec (2013)ResNet (2015)Attention Is All You Need (2017)

Computer Vision

GAN: Adversarial Nets (2014)YOLO: Object Detection (2015)ViT: Vision Transformer (2020)CLIP: Contrastive Vision (2021)Segment Anything — SAM (2023)Depth Anything (2024)

Reinforcement Learning

DQN: Atari Deep RL (2013)PPO: Policy Optimization (2017)RLHF: Helpful Assistant (2022)

Robotics & Embodied AI

Dexterous Manipulation (2018)ACT: Action Chunking (2023)RT-2: VLA Models (2023)

AI Agents & Reasoning

ReAct: Reason + Act (2022)Toolformer: Tool Use (2023)Self-Refine: Iterative (2023)Generative Agents (2023)Tree of Thoughts (2023)

Multimodal

Flamingo (2022)ImageBind (2023)Gemini (2023)GPT-4 (2023)LLaVA (2023)

Diffusion & Generative

DDPM: Diffusion Models (2020)Stable Diffusion (2021)DALL-E 2: Hierarchical (2022)

Large Language Models

BERT: Bidirectional Context (2018)GPT-3: Few-Shot Learners (2020)InstructGPT: Model Alignment (2022)LLaMA: Foundation Models (2023)Mistral 7B: Efficient (2023)Phi-2: Textbook-Quality (2023)QLoRA: Efficient (2023)FlashAttention: IO-Aware (2022)

Biology & Science AI

AlphaFold 2 (2021)Evo — DNA Language Model (2024)GraphCast — Weather AI (2023)

Verified Explorer

Research Index

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