Paper Review: Goku: Flow Based Video Generative Foundation Models
17 February 2025
My review of the paper Goku Flow Based Video Generative Foundation Models
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Paper Review: Titans: Learning to Memorize at Test Time
03 February 2025
A new architecture that pairs attention with a learnable long-term memory module, scaling to 2M+ tokens and outperforming Transformers on language modeling, reasoning, genomics, and time series.
Paper Review: DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
27 January 2025
How pure reinforcement learning (without supervised fine-tuning) can teach LLMs to reason, producing open-source models that rival OpenAI-o1 on math and coding benchmarks.
Paper Review: STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
13 January 2025
My review of the paper STAR Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
Paper Review: Training Large Language Models to Reason in a Continuous Latent Space
06 January 2025
Coconut lets LLMs reason in latent space instead of generating text tokens, enabling breadth-first exploration of reasoning paths and better performance on tasks requiring backtracking.
12 years of studying foreign languages with Anki
28 December 2024
12 years of studying foreign languages with Anki