Paperium - DEV Community

Paperium

Nov 9

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning

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1 min read

Paperium

Nov 9

LightsOut: Diffusion-based Outpainting for Enhanced Lens Flare Removal

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1 min read

Paperium

Nov 9

Latent Diffusion Model without Variational Autoencoder

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1 min read

Paperium

Nov 8

Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery

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1 min read

Paperium

Nov 8

Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset

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1 min read

Paperium

Nov 8

NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks

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1 min read

Paperium

Nov 8

OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM

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1 min read

Paperium

Nov 8

LaSeR: Reinforcement Learning with Last-Token Self-Rewarding

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1 min read

Paperium

Nov 8

Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference

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1 min read

Paperium

Nov 8

RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval AugmentedGeneration Systems

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1 min read

Paperium

Nov 8

Unlocking Out-of-Distribution Generalization in Transformers via RecursiveLatent Space Reasoning

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1 min read

Paperium

Nov 8

GroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling forStep-Level Reasoning

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1 min read

Paperium

Nov 8

SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel ViewSynthesis

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1 min read

Paperium

Nov 8

AnyUp: Universal Feature Upsampling

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1 min read

Paperium

Nov 8

Synthesizing Agentic Data for Web Agents with Progressive Difficulty EnhancementMechanisms

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2 min read

Paperium

Nov 8

Predicting Task Performance with Context-aware Scaling Laws

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1 min read

Paperium

Nov 8

FML-bench: A Benchmark for Automatic ML Research Agents Highlighting theImportance of Exploration Breadth

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1 min read

Paperium

Nov 8

Budget-aware Test-time Scaling via Discriminative Verification

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1 min read

Paperium

Nov 8

On Pretraining for Project-Level Code Completion

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2 min read

Paperium

Nov 8

The German Commons - 154 Billion Tokens of Openly Licensed Text for GermanLanguage Models

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1 min read

Paperium

Nov 8

RealDPO: Real or Not Real, that is the Preference

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1 min read

Paperium

Nov 8

Efficient Parallel Samplers for Recurrent-Depth Models and Their Connection toDiffusion Language Models

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1 min read

Paperium

Nov 8

LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning

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1 min read

Paperium

Nov 8

DialectGen: Benchmarking and Improving Dialect Robustness in MultimodalGeneration

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2 min read

Paperium

Nov 7

LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training

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1 min read

Paperium

Nov 7

SimKO: Simple Pass@K Policy Optimization

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1 min read

Paperium

Nov 7

VLA-0: Building State-of-the-Art VLAs with Zero Modification

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1 min read

Paperium

Nov 7

Agentic Design of Compositional Machines

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1 min read

Paperium

Nov 7

LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild

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1 min read

Paperium

Nov 7

LLMs Can Get Brain Rot!

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1 min read

Paperium

Nov 7

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

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1 min read

Paperium

Nov 7

VLA^2: Empowering Vision-Language-Action Models with an Agentic Framework forUnseen Concept Manipulation

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1 min read

Paperium

Nov 7

COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with ThoughtProcesses

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1 min read

Paperium

Nov 7

ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond SemanticDependency Constraints

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1 min read

Paperium

Nov 7

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection withPsiloQA

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2 min read

Paperium

Nov 7

Beyond One World: Benchmarking Super Heros in Role-Playing Across MultiversalContexts

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1 min read

Paperium

Nov 7

Ponimator: Unfolding Interactive Pose for Versatile Human-human InteractionAnimation

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1 min read

Paperium

Nov 7

RefusalBench: Generative Evaluation of Selective Refusal in Grounded LanguageModels

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1 min read

Paperium

Nov 7

MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-AugmentedGeneration Systems

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1 min read

Paperium

Nov 7

Expertise need not monopolize: Action-Specialized Mixture of Experts forVision-Language-Action Learning

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2 min read

Paperium

Nov 7

Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 TechReport

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1 min read

Paperium

Nov 7

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal MathematicalReasoning

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1 min read

Paperium

Nov 6

pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation

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1 min read

Paperium

Nov 6

VIST3A: Text-to-3D by Stitching a Multi-view Reconstruction Network to a VideoGenerator

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1 min read

Paperium

Nov 6

Learning an Image Editing Model without Image Editing Pairs

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1 min read

Paperium

Nov 6

Large Language Models Do NOT Really Know What They Don't Know

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1 min read

Paperium

Nov 6

Qwen3Guard Technical Report

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1 min read

Paperium

Nov 6

LLM-guided Hierarchical Retrieval

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1

1 min read

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Nov 6

TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar

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1

2 min read

Paperium

Nov 4

BitNet Distillation

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1 min read

Paperium

Nov 4

Attention Is All You Need for KV Cache in Diffusion LLMs

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1 min read

Paperium

Nov 4

PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-CompactVision-Language Model

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1 min read

Paperium

Nov 4

Information Gain-based Policy Optimization: A Simple and Effective Approach forMulti-Turn LLM Agents

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2 min read

Paperium

Nov 4

AI for Service: Proactive Assistance with AI Glasses

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1 min read

Paperium

Nov 3

Agentic Entropy-Balanced Policy Optimization

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1 min read

Paperium

Nov 3

From Pixels to Words -- Towards Native Vision-Language Primitives at Scale

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1 min read

Paperium

Nov 3

WithAnyone: Towards Controllable and ID Consistent Image Generation

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1 min read

Paperium

Nov 3

X-VLA: Soft-Prompted Transformer as Scalable Cross-EmbodimentVision-Language-Action Model

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1 min read

Paperium

Nov 3

Universal Image Restoration Pre-training via Masked Degradation Classification

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1 min read

Paperium

Nov 3

Deflanderization for Game Dialogue: Balancing Character Authenticity with TaskExecution in LLM-based NPCs

#ai #deeplearning #computerscience #machinelearning

2 min read