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upvoted a paper 4 days ago

MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers

Paper • 2610.06801 • Published 10 days ago • 42

upvoted a paper 12 days ago

DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence

Paper • 2609.39222 • Published 15 days ago • 47

upvoted a paper 13 days ago

How Far Are We from Removing the Visual Encoder? Scaling Laws for Encoder-Free Multimodal Pretraining

Paper • 2609.35457 • Published 17 days ago • 68

upvoted 3 papers 15 days ago

Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

Paper • 2609.35767 • Published 17 days ago • 50

Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models

Paper • 2609.34972 • Published 17 days ago • 30

Rethinking Training-Inference Mismatch in LLM Reinforcement Learning: Where It Arises and How to Correct It

Paper • 2609.32444 • Published 19 days ago • 35

upvoted a paper 19 days ago

PACT: From Credit Assignment to Critic Alignment

Paper • 2609.26355 • Published 23 days ago • 32

upvoted 4 papers about 1 month ago

SenseNova-U1.5: Towards Native Unified Visual Intelligence

Paper • 2609.11929 • Published Sep 10 • 233

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published Sep 7 • 124

Causal Foundation Models

Paper • 2609.03003 • Published Sep 2 • 30

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

Paper • 2609.05275 • Published Sep 4 • 26

upvoted a paper about 2 months ago

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published Aug 27 • 84

upvoted a collection about 2 months ago

Granite 4.2 Language Models

Collection

Efficient reasoning and thinking language models for multilingual generation, coding, and AI assistant workflows. • 24 items • Updated about 1 month ago • 47

upvoted 4 papers about 2 months ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published Aug 17 • 52

DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data

Paper • 2608.13517 • Published Aug 13 • 33

Improving the matrix multiplication exponent with modern optimization and AlphaEvolve

Paper • 2608.16884 • Published Aug 17 • 20

Modular Cognitive Architecture Emerges in Large Language Models

Paper • 2608.13567 • Published Jun 27 • 16

upvoted 3 papers 2 months ago

Stealing Reasoning Traces from Proprietary LLM APIs

Paper • 2608.09867 • Published Aug 10 • 122

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

Paper • 2607.24904 • Published Jul 27 • 37

Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers

Paper • 2607.28611 • Published Jul 30 • 23