SeongWan Kim

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upvoted 3 papers 3 days ago

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Paper • 2502.13063 • Published 5 days ago • 60

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

Paper • 2502.13145 • Published 5 days ago • 34

Continuous Diffusion Model for Language Modeling

Paper • 2502.11564 • Published 6 days ago • 48

upvoted a paper 4 days ago

Phantom: Subject-consistent video generation via cross-modal alignment

Paper • 2502.11079 • Published 7 days ago • 49

upvoted 2 papers 7 days ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published 11 days ago • 181

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published 11 days ago • 139

upvoted a paper 10 days ago

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published 12 days ago • 49

upvoted 2 papers 11 days ago

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published 12 days ago • 43

Retrieval-augmented Large Language Models for Financial Time Series Forecasting

Paper • 2502.05878 • Published 14 days ago • 38

upvoted 4 papers 12 days ago

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

Paper • 2502.07316 • Published 13 days ago • 44

Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published 20 days ago • 62

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published 16 days ago • 114

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published 13 days ago • 134

upvoted 3 papers 14 days ago

Fast Video Generation with Sliding Tile Attention

Paper • 2502.04507 • Published 17 days ago • 46

On-device Sora: Enabling Diffusion-Based Text-to-Video Generation for Mobile Devices

Paper • 2502.04363 • Published 19 days ago • 11

Goku: Flow Based Video Generative Foundation Models

Paper • 2502.04896 • Published 16 days ago • 88

upvoted 2 papers 18 days ago

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Paper • 2502.01941 • Published 20 days ago • 13

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 18 days ago • 51

upvoted 2 papers 19 days ago

The Differences Between Direct Alignment Algorithms are a Blur

Paper • 2502.01237 • Published 20 days ago • 111

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published 20 days ago • 54