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upvoted a paper 10 days ago

Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel

Paper • 2607.14431 • Published 15 days ago • 12

upvoted a paper 22 days ago

Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

Paper • 2607.00553 • Published 29 days ago • 11

upvoted a paper 23 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 170

upvoted a paper about 1 month ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 483

upvoted a paper about 2 months ago

Kwai Keye-VL-2.0 Technical Report

Paper • 2606.10651 • Published Jun 9 • 194

upvoted 3 papers 2 months ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 433

Stage-adaptive Token Selection for Efficient Omni-modal LLMs

Paper • 2605.20035 • Published May 19 • 5

MC-RFM: Geometry-Aware Few-Shot Adaptation via Mixed-Curvature Riemannian Flow Matching

Paper • 2605.08557 • Published May 8 • 3

upvoted 4 papers 3 months ago

Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria

Paper • 2605.08354 • Published May 8 • 23

Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost

Paper • 2604.25441 • Published Apr 28 • 2

What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search

Paper • 2604.19440 • Published Apr 21 • 5

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 243

upvoted 7 papers 4 months ago

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 116

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 181

Natural-Language Agent Harnesses

Paper • 2603.25723 • Published Mar 26 • 27

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Paper • 2603.25732 • Published Mar 26 • 11

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published Mar 26 • 157