Paperium - DEV Community

Paperium

Nov 15

Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 15

HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents inHierarchical Rule Application

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 14

DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

Text or Pixels? It Takes Half: On the Token Efficiency of Visual Text Inputs inMultimodal LLMs

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

Accelerating Vision Transformers with Adaptive Patch Sizes

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

SAVANT: Semantic Analysis with Vision-Augmented Anomaly deTection

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

Machine Text Detectors are Membership Inference Attacks

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation inText-to-Image Models

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 14

What Questions Should Robots Be Able to Answer? A Dataset of User Questions forExplainable Robotics

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 14

RIR-Mega: a large-scale simulated room impulse response dataset for machinelearning and room acoustics modeling

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

See the Text: From Tokenization to Visual Reading

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

When Do Transformers Learn Heuristics for Graph Connectivity?

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 14

Learning from the Best, Differently: A Diversity-Driven Rethinking on DataSelection

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer andJudge

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

Steering Autoregressive Music Generation with Recursive Feature Machines

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for LargeMultimodal Models

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 14

From Charts to Code: A Hierarchical Benchmark for Multimodal Models

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

TheMCPCompany: Creating General-purpose Agents with Task-specific Tools

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

ColorAgent: Building A Robust, Personalized, and Interactive OS Agent

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 14

OmniNWM: Omniscient Driving Navigation World Models

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Are they lovers or friends? Evaluating LLMs' Social Reasoning in English andKorean Dialogues

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

KORE: Enhancing Knowledge Injection for Large Multimodal Models viaKnowledge-Oriented Augmentations and Constraints

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Directional Reasoning Injection for Fine-Tuning MLLMs

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

FinSight: Towards Real-World Financial Deep Research

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Decomposed Attention Fusion in MLLMs for Training-Free Video ReasoningSegmentation

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

olmOCR 2: Unit Test Rewards for Document OCR

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Unified Reinforcement and Imitation Learning for Vision-Language Models

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Attention Sinks in Diffusion Language Models

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Language Models are Injective and Hence Invertible

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Towards Faithful and Controllable Personalization via Critique-Post-EditReinforcement Learning

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 13

Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

GigaBrain-0: A World Model-Powered Vision-Language-Action Model

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile PhoneAgents

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced PolicyOptimization with Adaptive Clipping

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Every Attention Matters: An Efficient Hybrid Architecture for Long-ContextReasoning

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

When Correct Is Not Safe: Can We Trust Functionally Correct Patches Generatedby Code Agents?

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 13

Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

PokeeResearch: Effective Deep Research via Reinforcement Learning from AIFeedback and Robust Reasoning Scaffold

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 12

Static Sandboxes Are Inadequate: Modeling Societal Complexity RequiresOpen-Ended Co-Evolution in LLM-Based Multi-Agent Simulatio

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Predicting the Unpredictable: Reproducible BiLSTM Forecasting of Incident Countsin the Global Terrorism Database (GTD)

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Unimedvl: Unifying Medical Multimodal Understanding And Generation ThroughObservation-Knowledge-Analysis

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Planned Diffusion

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Expanding the Action Space of LLMs to Reason Beyond Language

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Think with 3D: Geometric Imagination Grounded Spatial Reasoning from LimitedViews

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

DeepSeek-OCR: Contexts Optical Compression

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Is Multilingual LLM Watermarking Truly Multilingual? A Simple Back-TranslationSolution

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

GAS: Improving Discretization of Diffusion ODEs via Generalized AdversarialSolver

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Efficient Long-context Language Model Training by Core Attention Disaggregation

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

EvoSyn: Generalizable Evolutionary Data Synthesis for Verifiable Learning

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Extracting alignment data in open models

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement LearningFramework for Stock Trading

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies

#ai #deeplearning #computerscience #machinelearning

1 min read

Paperium

Nov 12

Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposureMonocular Videos

#ai #deeplearning #computerscience #machinelearning

2 min read

Paperium

Nov 12

Video Reasoning without Training

#ai #deeplearning #computerscience #machinelearning

1 min read