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  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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127,664Total entries
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Knowledge catalogue

Search: “inference”

GridTimelineEvolution
17,838 results
Research

Audio Interaction Model

DGX agent

arXiv:2606.05121v1 Announce Type: cross Abstract: Audio is an inherently interactive modality, yet today's Large Audio Language Models (LALMs) are offline, and streaming audio models each handle only

researcharxiv-cs-ai
4 Jun 2026
Model Releases

Bayesian learning for the stochastic shortest path problem

DGX agent

arXiv:2606.04845v1 Announce Type: cross Abstract: Sequential decision-making problems are often modelled as a Markov decision process (MDP). We focus on the stochastic shortest path (SSP) problem, whi

DGX agent

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model-releasesarxiv-cs-lg
4 Jun 2026
Agents

Beyond Prompt-Based Planning: MCP-Native Graph Planning-based Biomedical Agent System

DGX agent

arXiv:2606.04494v1 Announce Type: new Abstract: Biomedical agents promise to automate complex biological workflows, yet current systems face two fundamental bottlenecks: bioinformatics tools are highl

agentsarxiv-cs-ai
4 Jun 2026
Model Releases

Bilevel Autoresearch: Meta-Autoresearching Itself

DGX agent

arXiv:2603.23420v2 Announce Type: replace Abstract: If autoresearch is itself a form of research, then autoresearch can be applied to research itself. We present Bilevel Autoresearch, a bilevel framew

model-releasesarxiv-cs-ai
4 Jun 2026
Safety

Blessing from Human-AI Interaction: Super Reinforcement Learning in Confounded Environments

DGX agent

arXiv:2209.15448v3 Announce Type: replace Abstract: As AI becomes more prevalent throughout society, effective methods of integrating humans and AI systems that leverage their respective strengths and

safetyarxiv-cs-lg
4 Jun 2026
Agents

BRAINCELL-AID: An Agentic AI Created Brain Cell Type Resource for Community Annotation

DGX agent

arXiv:2510.17064v4 Announce Type: replace Abstract: Single-cell RNA sequencing has transformed our ability to identify diverse cell types and their transcriptomic signatures. However, annotating these

agentsarxiv-cs-ai
4 Jun 2026
Model Releases

CADET: A Modular Platform for Evaluating Distributed Cooperative Autonomy in Connected Autonomous Vehicles

DGX agent

arXiv:2606.04072v1 Announce Type: cross Abstract: Deep learning models are increasingly central to autonomous vehicle (AV) pipelines, yet their integration has traditionally followed a monolithic desi

model-releasesarxiv-cs-lg
4 Jun 2026
Research

Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression

DGX agent

arXiv:2510.08647v2 Announce Type: replace-cross Abstract: Recent developments have enabled advanced reasoning in Large Language Models (LLMs) via long Chain-of-Thought (CoT), trading efficiency during

researcharxiv-cs-ai
4 Jun 2026
Model Releases

ChannelTok: Efficient Flexible-Length Vision Tokenization

DGX agent

arXiv:2606.04461v1 Announce Type: new Abstract: Leading flexible vision tokenizers achieve SOTA quality at an extreme cost, relying on parameter-heavy backbones and slow, multi-step generative decoder

model-releasesarxiv-cs-cv
4 Jun 2026
Research

CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization

DGX agent

arXiv:2606.04130v1 Announce Type: new Abstract: We introduce CLAW, a fully end-to-end self-supervised framework for learning a world model jointly with continuous latent action representations directl

researcharxiv-cs-ro
4 Jun 2026
Research

CleanCodec: Efficient and Robust Speech Tokenization via Perceptually Guided Encoding

DGX agent

arXiv:2606.04418v1 Announce Type: cross Abstract: Neural audio codecs are a key component of speech processing pipelines, compressing audio into discrete tokens for downstream modeling. However, exist

researcharxiv-cs-cl
4 Jun 2026
Safety

Covert Influence Between Language Models

DGX agent

arXiv:2606.04071v1 Announce Type: cross Abstract: As language models increasingly consume one another's outputs, covert influence -- a phenomenon where a sender's payload (the behavioral disposition i

safetyarxiv-cs-cl
4 Jun 2026
Model Releases

D^3-MoE:Dual Disentangled Diffusion Mixture-of-Experts for Style-Controllable End-to-End Autonomous Driving

DGX agent

arXiv:2606.04884v1 Announce Type: new Abstract: Traditional end-to-end autonomous driving frameworks frequently suffer from the 'style-averaging' dilemma when trained on high-variance human demonstrat

model-releasesarxiv-cs-ro
4 Jun 2026
Research

Data Efficient Complex Feature Fusion Network For Hyperspectral Image Classification

DGX agent

arXiv:2606.04710v1 Announce Type: new Abstract: This work presents a data-efficient variant of the Attention-Based Dual-Branch Complex Feature Fusion Network (CFFN) for hyperspectral image classificat

researcharxiv-cs-cv
4 Jun 2026
Research

DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection

DGX agent

arXiv:2511.01192v2 Announce Type: replace Abstract: Detecting machine-generated text has become a critical challenge amid the rapid advancement of LLMs, yet existing detectors degrade severely under d

researcharxiv-cs-cl
4 Jun 2026
Agents

Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs

DGX agent

arXiv:2606.04360v1 Announce Type: new Abstract: Symbolic regression (SR) discovers compact mathematical expressions from data, yet recent LLM-based evolutionary methods remain sample-inefficient becau

agentsarxiv-cs-cl
4 Jun 2026
Research

Differentially Private Joint Independence Test

DGX agent

arXiv:2503.18721v3 Announce Type: replace-cross Abstract: Identification of joint dependence among several random vectors plays an important role in many statistical applications, where the data may c

researcharxiv-cs-lg
4 Jun 2026
Local Ai

DiverAge: Reliable Pluralistic Face Aging with Cross-Age Identity Relation Guidance

DGX agent

arXiv:2606.04881v1 Announce Type: cross Abstract: Face aging plays an important role in long-term biometric analysis, cross-age identity verification, and forensic identity analysis. Since the same su

local-aiarxiv-cs-ai
4 Jun 2026
Research

Drift-Augmented Scoring: Text-Derived Noise Robustness for Zero-Shot Audio-Language Classification

DGX agent

arXiv:2606.04844v1 Announce Type: cross Abstract: Contrastive audio-language models such as CLAP enable zero-shot audio classification: a sound is labelled by matching its embedding to text prompt emb

researcharxiv-cs-cv
4 Jun 2026
Safety

DVGT: Driving Visual Geometry Transformer

DGX agent

arXiv:2512.16919v2 Announce Type: replace-cross Abstract: Perceiving and reconstructing 3D scene geometry from visual inputs is crucial for autonomous driving. However, there still lacks a driving-tar

safetyarxiv-cs-ai
4 Jun 2026
Applications

Dynamic Content Moderation in Livestreams: Combining Supervised Classification with MLLM-Boosted Similarity Matching

DGX agent

arXiv:2512.03553v3 Announce Type: replace-cross Abstract: Content moderation remains a critical yet challenging task for large-scale user-generated video platforms, especially in livestreaming environ

applicationsarxiv-cs-ai
4 Jun 2026
Research

Enhancing Hallucination Detection through Noise Injection

DGX agent

arXiv:2502.03799v4 Announce Type: replace Abstract: Large Language Models (LLMs) are prone to generating plausible yet incorrect responses, known as hallucinations. Effectively detecting hallucination

researcharxiv-cs-cl
4 Jun 2026
Local Ai

Enhancing MedSAM with a Lightweight Box Predictor for Medical Image Segmentation

DGX agent

arXiv:2606.04705v1 Announce Type: cross Abstract: Semantic segmentation in medical imaging is a critical yet challenging task due to data scarcity and high variability across modalities. While foundat

local-aiarxiv-cs-ai
4 Jun 2026
Safety

Expert-Aware Refusal Steering

DGX agent

arXiv:2606.04160v1 Announce Type: new Abstract: Safety alignment in instruction-tuned large language models (LLMs) depends on a model's ability to reliably refuse to respond to harmful or disallowed r

safetyarxiv-cs-cl
4 Jun 2026
Research

Failed Reasoning Traces Tell You What Is Fixable (But Not by Reading Them)

DGX agent

arXiv:2606.05145v1 Announce Type: cross Abstract: When post-trained language models fail on reasoning problems, the common test-time-scaling response is to spend more compute on additional attempts, a

researcharxiv-cs-ai
4 Jun 2026
Applications

Fine-grained Fragment Retrieval in Multi-modal Long-form Dialogues

DGX agent

arXiv:2606.04591v1 Announce Type: new Abstract: With the widespread adoption of multi-modal communication platforms, long-form dialogues interleaving text and images have become increasingly common. U

applicationsarxiv-cs-cl
4 Jun 2026
Research

Folded Transport MCMC: Certifiable Quotient Posterior Computation for Symmetric Bayesian Models

DGX agent

arXiv:2606.04307v1 Announce Type: new Abstract: Bayesian models with finite symmetry - mixture models with exchangeable components, structural identification with closely-spaced modes - define posteri

researcharxiv-cs-lg
4 Jun 2026
Model Releases

From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models

DGX agent

arXiv:2606.04381v1 Announce Type: cross Abstract: Recent large language models (LLMs) often appear to exhibit spatial reasoning ability; however, this capability is largely symbolic, arising from patt

model-releasesarxiv-cs-ai
4 Jun 2026
Safety

GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards

DGX agent

arXiv:2606.04889v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (e.g. GRPO) is now a common way to improve mathematical reasoning in Large Language Models (LLMs). Howeve

safetyarxiv-cs-cl
4 Jun 2026
Safety

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

DGX agent

arXiv:2606.05030v1 Announce Type: new Abstract: Autoregressive chain-of-thought (CoT) reasoning in large language models (LLMs) is fundamentally forward-directed: each step conditions only on prior to

safetyarxiv-cs-cl
4 Jun 2026
Safety

Instance-Level Post Hoc Uncertainty Quantification in Object Detection

DGX agent

arXiv:2606.04656v1 Announce Type: cross Abstract: Object detection is a safety-critical component of autonomous driving. It is essential to quantify the uncertainty in bounding-box predictions for saf

safetyarxiv-cs-ai
4 Jun 2026
Safety

Instant-Fold: In-Context Imitation Learning for Deformable Object Manipulation

DGX agent

arXiv:2606.04269v1 Announce Type: cross Abstract: Deformable object manipulation (DOM) is challenging due to high-dimensional, partially observable states that evolve through long-horizon, topology-ch

safetyarxiv-cs-ai
4 Jun 2026
Research

L^3: Large Lookup Layers

DGX agent

arXiv:2601.21461v3 Announce Type: replace-cross Abstract: Modern sparse language models typically achieve sparsity through Mixture-of-Experts (MoE) layers, which dynamically route tokens to dense MLP

researcharxiv-cs-ai
4 Jun 2026
Research

Learning Admissible Heuristics via Cost Partitioning

DGX agent

arXiv:2606.04597v1 Announce Type: new Abstract: Admissible heuristics are essential for optimal planning, yet learning them remains challenging due to the risk of overestimation. Cost partitioning com

researcharxiv-cs-ai
4 Jun 2026
Applications

Learning What Not to Impute: An Uncertainty-Aware Diffusion Framework for Meaningful Missingness

DGX agent

arXiv:2606.05073v1 Announce Type: new Abstract: Missing value imputation is a fundamental task in machine learning, with most existing methods assuming that all missing entries correspond to unobserve

applicationsarxiv-cs-lg
4 Jun 2026
Model Releases

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

DGX agent

arXiv:2603.03205v2 Announce Type: replace Abstract: Agentic language models operate in a fundamentally different safety regime than chat models: they must plan, call tools, and execute long-horizon ac

model-releasesarxiv-cs-cl
4 Jun 2026
Safety

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

DGX agent

arXiv:2606.04815v1 Announce Type: cross Abstract: Lifelong learning is essential for Large Language Model (LLM) agents operating in dynamic, interactive environments. However, existing lifelong learni

safetyarxiv-cs-ai
4 Jun 2026
Hardware

LLM Compression with Jointly Optimizing Architectural and Quantization choices

DGX agent

arXiv:2606.04063v1 Announce Type: cross Abstract: Deploying large language models (LLMs) is challenging due to their significant memory and computational requirements. While some methods address this

hardwarearxiv-cs-ai
4 Jun 2026
Local Ai

MAD: Mapping-Aware World Models for Agile Quadrotor Flight

DGX agent

arXiv:2606.04534v1 Announce Type: new Abstract: Agile quadrotor flight in cluttered scenes requires more than a reactive mapping from a depth image to a control command: the vehicle must remember whic

local-aiarxiv-cs-ro
4 Jun 2026
Research

MAOAM: Unified Object and Material Selection with Vision-Language Models

DGX agent

arXiv:2606.04880v1 Announce Type: new Abstract: Selection is a core operation in interactive image editing. To be practical, a user should be able to specify and disambiguate the desired selection reg

researcharxiv-cs-cv
4 Jun 2026
Research

Med-Banana: Learning Quality-Controlled Medical Image Editing from Success-and-Failure Trajectories

DGX agent

arXiv:2511.00801v4 Announce Type: replace Abstract: Text-guided medical image editing must satisfy the requested pathology while preserving anatomy, modality-specific appearance, and clinical plausibi

researcharxiv-cs-cv
4 Jun 2026
Safety

MENTOR: A Metacognition-Driven Self-Evolution Framework for Uncovering and Mitigating Implicit Domain Risks in LLMs

DGX agent

arXiv:2511.07107v3 Announce Type: replace Abstract: Ensuring the safety of Large Language Models (LLMs) is critical for real-world deployment. However, current safety measures often fail to address im

safetyarxiv-cs-ai
4 Jun 2026
Research

MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer

DGX agent

arXiv:2606.04621v1 Announce Type: new Abstract: We present MeshFlow, a new method for generating artist-like 3D meshes. Current mesh generators often adopt Auto-Regressive (AR) next-token prediction,

researcharxiv-cs-cv
4 Jun 2026
Research

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers

DGX agent

arXiv:2601.07036v2 Announce Type: replace-cross Abstract: Hybrid reasoning language models are commonly controlled through high-level Think/No-think instructions to regulate reasoning behavior, yet we

researcharxiv-cs-ai
4 Jun 2026
Agents

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models

DGX agent

arXiv:2606.04627v1 Announce Type: new Abstract: Mobile agents are increasingly expected to operate everyday applications from screenshots and language goals, where reliable control requires reasoning

agentsarxiv-cs-ai
4 Jun 2026
Safety

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A

DGX agent

arXiv:2606.04231v1 Announce Type: cross Abstract: Recent advances in multimodal retrieval-augmented generation (MM-RAG) have shifted toward minimal parsing, relying on page-level images for producing

safetyarxiv-cs-ai
4 Jun 2026
Research

Model-Preserving Adaptive Rounding

DGX agent

arXiv:2505.22988v3 Announce Type: replace-cross Abstract: The goal of quantization is to produce a compressed model whose output distribution is as close to the original model's as possible. To do thi

researcharxiv-cs-ai
4 Jun 2026
Research

Nonlocal Mean Field Schrodinger Bridge with Learned Interactions

DGX agent

arXiv:2606.04265v1 Announce Type: cross Abstract: The Schrodinger Bridge Problem constructs a stochastic process that connects an initial distribution to a terminal distribution with minimum energy. T

researcharxiv-cs-lg
4 Jun 2026
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