mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 325
Read 2026
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Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process
Paper • 2512.23988 • Published • 19 -
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time
Paper • 2512.25075 • Published • 16 -
Guiding a Diffusion Transformer with the Internal Dynamics of Itself
Paper • 2512.24176 • Published • 8 -
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 52 -
AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction
Paper • 2601.00796 • Published • 32 -
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
Paper • 2512.24146 • Published • 14 -
Deep Delta Learning
Paper • 2601.00417 • Published • 34 -
LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 178 -
SOP: A Scalable Online Post-Training System for Vision-Language-Action Models
Paper • 2601.03044 • Published • 28 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 231 -
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
Paper • 2601.03425 • Published • 17 -
RelayLLM: Efficient Reasoning via Collaborative Decoding
Paper • 2601.05167 • Published • 31 -
AgentOCR: Reimagining Agent History via Optical Self-Compression
Paper • 2601.04786 • Published • 31 -
Over-Searching in Search-Augmented Large Language Models
Paper • 2601.05503 • Published • 7 -
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors
Paper • 2601.07226 • Published • 33 -
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
Paper • 2601.07351 • Published • 26 -
Dr. Zero: Self-Evolving Search Agents without Training Data
Paper • 2601.07055 • Published • 22 -
User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale
Paper • 2601.08225 • Published • 53 -
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
Paper • 2601.07264 • Published • 24 -
SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices
Paper • 2601.08303 • Published • 20 -
Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning
Paper • 2601.09708 • Published • 55 -
Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments
Paper • 2601.01075 • Published • 6 -
The AI Hippocampus: How Far are We From Human Memory?
Paper • 2601.09113 • Published • 6 -
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
Paper • 2601.08763 • Published • 149 -
Alterbute: Editing Intrinsic Attributes of Objects in Images
Paper • 2601.10714 • Published • 31 -
Transition Matching Distillation for Fast Video Generation
Paper • 2601.09881 • Published • 34 -
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
Paper • 2601.10355 • Published • 39 -
Language of Thought Shapes Output Diversity in Large Language Models
Paper • 2601.11227 • Published • 9 -
More Images, More Problems? A Controlled Analysis of VLM Failure Modes
Paper • 2601.07812 • Published • 6 -
Toward Efficient Agents: Memory, Tool learning, and Planning
Paper • 2601.14192 • Published • 57 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 204 -
Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders
Paper • 2601.16208 • Published • 55 -
PROGRESSLM: Towards Progress Reasoning in Vision-Language Models
Paper • 2601.15224 • Published • 12 -
360Anything: Geometry-Free Lifting of Images and Videos to 360°
Paper • 2601.16192 • Published • 9 -
Agentic Uncertainty Quantification
Paper • 2601.15703 • Published • 9 -
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
Paper • 2601.07251 • Published • 11 -
C-RADIOv4 (Tech Report)
Paper • 2601.17237 • Published • 10 -
Agentic Very Long Video Understanding
Paper • 2601.18157 • Published • 20 -
Shaping capabilities with token-level data filtering
Paper • 2601.21571 • Published • 29 -
KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices
Paper • 2601.21579 • Published • 6 -
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Paper • 2601.22975 • Published • 111 -
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning
Paper • 2601.21468 • Published • 25 -
LMK > CLS: Landmark Pooling for Dense Embeddings
Paper • 2601.21525 • Published • 5 -
Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis
Paper • 2602.03139 • Published • 44 -
Rethinking the Trust Region in LLM Reinforcement Learning
Paper • 2602.04879 • Published • 37 -
Protein Autoregressive Modeling via Multiscale Structure Generation
Paper • 2602.04883 • Published • 3 -
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration
Paper • 2602.01734 • Published • 32 -
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 290 -
Towards Agentic Intelligence for Materials Science
Paper • 2602.00169 • Published • 47 -
Reliable and Responsible Foundation Models: A Comprehensive Survey
Paper • 2602.08145 • Published • 8 -
Col-Bandit: Zero-Shot Query-Time Pruning for Late-Interaction Retrieval
Paper • 2602.02827 • Published • 3 -
Stable Velocity: A Variance Perspective on Flow Matching
Paper • 2602.05435 • Published • 3 -
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context
Paper • 2602.12108 • Published • 13 -
Free(): Learning to Forget in Malloc-Only Reasoning Models
Paper • 2602.08030 • Published • 6 -
When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models
Paper • 2602.10179 • Published • 6 -
GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics
Paper • 2602.12617 • Published • 20 -
Experiential Reinforcement Learning
Paper • 2602.13949 • Published • 74 -
SPILLage: Agentic Oversharing on the Web
Paper • 2602.13516 • Published -
Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks
Paper • 2602.14689 • Published • 1 -
On Surprising Effectiveness of Masking Updates in Adaptive Optimizers
Paper • 2602.15322 • Published • 11 -
Visual Persuasion: What Influences Decisions of Vision-Language Models?
Paper • 2602.15278 • Published • 3 -
The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems
Paper • 2602.15382 • Published • 5 -
Causal-JEPA: Learning World Models through Object-Level Latent Interventions
Paper • 2602.11389 • Published • 9 -
Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality
Paper • 2602.14080 • Published • 21 -
Multi-agent cooperation through in-context co-player inference
Paper • 2602.16301 • Published • 24 -
Reinforced Fast Weights with Next-Sequence Prediction
Paper • 2602.16704 • Published • 14 -
World Action Models are Zero-shot Policies
Paper • 2602.15922 • Published • 18 -
Unified Latents (UL): How to train your latents
Paper • 2602.17270 • Published • 60 -
DDiT: Dynamic Patch Scheduling for Efficient Diffusion Transformers
Paper • 2602.16968 • Published • 12 -
NeST: Neuron Selective Tuning for LLM Safety
Paper • 2602.16835 • Published • 1 -
CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing
Paper • 2602.15823 • Published • 3 -
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 264 -
Spanning the Visual Analogy Space with a Weight Basis of LoRAs
Paper • 2602.15727 • Published • 14 -
VLANeXt: Recipes for Building Strong VLA Models
Paper • 2602.18532 • Published • 52 -
On Data Engineering for Scaling LLM Terminal Capabilities
Paper • 2602.21193 • Published • 102 -
Test-Time Training with KV Binding Is Secretly Linear Attention
Paper • 2602.21204 • Published • 32 -
One-step Language Modeling via Continuous Denoising
Paper • 2602.16813 • Published • 4 -
Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking
Paper • 2602.21196 • Published • 7 -
The Diffusion Duality, Chapter II: Ψ-Samplers and Efficient Curriculum
Paper • 2602.21185 • Published • 4 -
DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference
Paper • 2602.21548 • Published • 52 -
Image Generation with a Sphere Encoder
Paper • 2602.15030 • Published • 19 -
From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors
Paper • 2602.21778 • Published • 14 -
SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
Paper • 2602.18993 • Published • 4 -
Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting
Paper • 2602.20933 • Published • 4 -
VGG-T^3: Offline Feed-Forward 3D Reconstruction at Scale
Paper • 2602.23361 • Published • 15 -
Causal Motion Diffusion Models for Autoregressive Motion Generation
Paper • 2602.22594 • Published • 7 -
AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
Paper • 2602.23258 • Published • 28 -
Mode Seeking meets Mean Seeking for Fast Long Video Generation
Paper • 2602.24289 • Published • 41 -
LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding
Paper • 2602.23881 • Published • 18 -
How to Take a Memorable Picture? Empowering Users with Actionable Feedback
Paper • 2602.21877 • Published • 16 -
Spectral Condition for μP under Width-Depth Scaling
Paper • 2603.00541 • Published • 15 -
Beyond Language Modeling: An Exploration of Multimodal Pretraining
Paper • 2603.03276 • Published • 104 -
Spilled Energy in Large Language Models
Paper • 2602.18671 • Published • 12 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 186 -
RealWonder: Real-Time Physical Action-Conditioned Video Generation
Paper • 2603.05449 • Published • 12 -
KARL: Knowledge Agents via Reinforcement Learning
Paper • 2603.05218 • Published • 6 -
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
Paper • 2603.04553 • Published • 3 -
Progressive Residual Warmup for Language Model Pretraining
Paper • 2603.05369 • Published • 36 -
Dynamic Model Routing and Cascading for Efficient LLM Inference: A Survey
Paper • 2603.04445 • Published • 5 -
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
Paper • 2603.09206 • Published • 53 -
Lost in Backpropagation: The LM Head is a Gradient Bottleneck
Paper • 2603.10145 • Published • 13 -
Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers
Paper • 2603.10744 • Published • 7 -
Hindsight Credit Assignment for Long-Horizon LLM Agents
Paper • 2603.08754 • Published • 5 -
HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
Paper • 2603.11975 • Published • 11 -
Grounding World Simulation Models in a Real-World Metropolis
Paper • 2603.15583 • Published • 153 -
Attention Residuals
Paper • 2603.15031 • Published • 184 -
WiT: Waypoint Diffusion Transformers via Trajectory Conflict Navigation
Paper • 2603.15132 • Published • 35 -
LoST: Level of Semantics Tokenization for 3D Shapes
Paper • 2603.17995 • Published • 32 -
V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning
Paper • 2603.14482 • Published • 34 -
ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents
Paper • 2603.18815 • Published • 14 -
COT-FM: Cluster-wise Optimal Transport Flow Matching
Paper • 2603.13395 • Published • 2 -
Matryoshka Gaussian Splatting
Paper • 2603.19234 • Published • 11 -
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
Paper • 2603.25745 • Published • 16 -
S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation
Paper • 2603.25702 • Published • 8 -
Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models
Paper • 2603.24844 • Published • 10 -
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning
Paper • 2603.23483 • Published • 62 -
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents
Paper • 2603.22386 • Published • 57 -
Agentic AI and the next intelligence explosion
Paper • 2603.20639 • Published • 11 -
Hyperagents
Paper • 2603.19461 • Published • 50 -
Beyond Single Tokens: Distilling Discrete Diffusion Models via Discrete MMD
Paper • 2603.20155 • Published • 10 -
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
Paper • 2604.08377 • Published • 289 -
DMax: Aggressive Parallel Decoding for dLLMs
Paper • 2604.08302 • Published • 51 -
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
Paper • 2604.08224 • Published • 51 -
Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
Paper • 2604.05333 • Published • 22 -
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment
Paper • 2604.06377 • Published • 7 -
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
Paper • 2604.04247 • Published • 31 -
Neural Computers
Paper • 2604.06425 • Published • 31 -
TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders
Paper • 2604.07340 • Published • 17 -
Learning to Hint for Reinforcement Learning
Paper • 2604.00698 • Published • 9 -
Learning to Retrieve from Agent Trajectories
Paper • 2604.04949 • Published • 70 -
Adam's Law: Textual Frequency Law on Large Language Models
Paper • 2604.02176 • Published • 501 -
Memory Intelligence Agent
Paper • 2604.04503 • Published • 58 -
FileGram: Grounding Agent Personalization in File-System Behavioral Traces
Paper • 2604.04901 • Published • 40 -
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems
Paper • 2604.03295 • Published • 10 -
HDP: A Lightweight Cryptographic Protocol for Human Delegation Provenance in Agentic AI Systems
Paper • 2604.04522 • Published • 10 -
Token Warping Helps MLLMs Look from Nearby Viewpoints
Paper • 2604.02870 • Published • 34 -
Do World Action Models Generalize Better than VLAs? A Robustness Study
Paper • 2603.22078 • Published • 7 -
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
Paper • 2604.02029 • Published • 151 -
Steerable Visual Representations
Paper • 2604.02327 • Published • 55 -
Therefore I am. I Think
Paper • 2604.01202 • Published • 33 -
FlowSlider: Training-Free Continuous Image Editing via Fidelity-Steering Decomposition
Paper • 2604.02088 • Published • 6 -
Signals: Trajectory Sampling and Triage for Agentic Interactions
Paper • 2604.00356 • Published • 8 -
ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers
Paper • 2603.24414 • Published • 183 -
Consistency Amplifies: How Behavioral Variance Shapes Agent Accuracy
Paper • 2603.25764 • Published • 5 -
Multi-User Large Language Model Agents
Paper • 2604.08567 • Published • 27 -
Semantic Richness or Geometric Reasoning? The Fragility of VLM's Visual Invariance
Paper • 2604.01848 • Published • 5 -
EquiformerV3: Scaling Efficient, Expressive, and General SE(3)-Equivariant Graph Attention Transformers
Paper • 2604.09130 • Published • 4 -
ELT: Elastic Looped Transformers for Visual Generation
Paper • 2604.09168 • Published • 21 -
RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details
Paper • 2604.06870 • Published • 41 -
Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music
Paper • 2604.10905 • Published • 28 -
From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models
Paper • 2604.09459 • Published • 13 -
Continuous Adversarial Flow Models
Paper • 2604.11521 • Published • 10 -
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2604.12374 • Published • 36 -
Many-Tier Instruction Hierarchy in LLM Agents
Paper • 2604.09443 • Published • 16 -
Accelerating Speculative Decoding with Block Diffusion Draft Trees
Paper • 2604.12989 • Published • 8 -
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
Paper • 2604.11748 • Published • 14 -
Elucidating the SNR-t Bias of Diffusion Probabilistic Models
Paper • 2604.16044 • Published • 74 -
Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
Paper • 2502.07408 • Published • 59 -
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
Paper • 2604.19667 • Published • 22 -
CityRAG: Stepping Into a City via Spatially-Grounded Video Generation
Paper • 2604.19741 • Published • 17 -
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges
Paper • 2604.13602 • Published • 32 -
Image Generators are Generalist Vision Learners
Paper • 2604.20329 • Published • 20 -
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation
Paper • 2604.24763 • Published • 70 -
Recursive Multi-Agent Systems
Paper • 2604.25917 • Published • 265 -
Efficient Training on Multiple Consumer GPUs with RoundPipe
Paper • 2604.27085 • Published • 40 -
Representation Fréchet Loss for Visual Generation
Paper • 2604.28190 • Published • 28 -
Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence
Paper • 2604.24954 • Published • 22 -
Synthetic Computers at Scale for Long-Horizon Productivity Simulation
Paper • 2604.28181 • Published • 18 -
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
Paper • 2604.24952 • Published • 6 -
ViPO: Visual Preference Optimization at Scale
Paper • 2604.24953 • Published • 3 -
From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
Paper • 2604.24026 • Published • 21 -
Continuous Latent Diffusion Language Model
Paper • 2605.06548 • Published • 72 -
Leveraging Verifier-Based Reinforcement Learning in Image Editing
Paper • 2604.27505 • Published • 57