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upvoted a collection 11 days ago

Mantis

Collection

mantis • 7 items • Updated 2 days ago • 1

upvoted a paper about 2 months ago

Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

Paper • 2601.10332 • Published Jan 15 • 28

upvoted 2 papers 2 months ago

LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation

Paper • 2512.23576 • Published Dec 29, 2025 • 65

LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding

Paper • 2512.16229 • Published Dec 18, 2025 • 16

upvoted 3 papers 3 months ago

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

Paper • 2512.14681 • Published Dec 16, 2025 • 42

DEER: Draft with Diffusion, Verify with Autoregressive Models

Paper • 2512.15176 • Published Dec 17, 2025 • 45

Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight

Paper • 2511.16175 • Published Nov 20, 2025 • 12

upvoted a paper 4 months ago

Efficient Long-context Language Model Training by Core Attention Disaggregation

Paper • 2510.18121 • Published Oct 20, 2025 • 123

upvoted 2 papers 7 months ago

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 145

Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing

Paper • 2508.09192 • Published Aug 8, 2025 • 30

upvoted a paper 8 months ago

Scaling Speculative Decoding with Lookahead Reasoning

Paper • 2506.19830 • Published Jun 24, 2025 • 13

upvoted 3 papers 9 months ago

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Paper • 2506.00411 • Published May 31, 2025 • 31

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions

Paper • 2505.19949 • Published May 26, 2025 • 16

Done Is Better than Perfect: Unlocking Efficient Reasoning by Structured Multi-Turn Decomposition

Paper • 2505.19788 • Published May 26, 2025 • 13

upvoted 2 papers 11 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21, 2025 • 47

Improved Visual-Spatial Reasoning via R1-Zero-Like Training

Paper • 2504.00883 • Published Apr 1, 2025 • 67

upvoted 4 papers about 1 year ago

SIFT: Grounding LLM Reasoning in Contexts via Stickers

Paper • 2502.14922 • Published Feb 19, 2025 • 32

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

Paper • 2502.08946 • Published Feb 13, 2025 • 191

Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation

Paper • 2502.05415 • Published Feb 8, 2025 • 20

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile

Paper • 2502.06155 • Published Feb 10, 2025 • 10