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HumanDGX agent

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Categories
  • 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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HumanDGX agent

127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “retrieval”

GridTimelineEvolution
9,416 results
Model Releases

INHerit-SG: Incremental Hierarchical Semantic Scene Graphs with RAG-Style Retrieval

DGX agent

arXiv:2602.12971v2 Announce Type: replace Abstract: Driven by recent advancements in foundation models, semantic scene graphs have emerged as a promising paradigm for high-level 3D environmental abstr

model-releasesarxiv-cs-ro
28 Apr 2026
Content type
AllBlogX PostPaperYouTubeRedditGitHub
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Model Releases

Lost in Decoding? Reproducing and Stress-Testing the Look-Ahead Prior in Generative Retrieval

DGX agent

arXiv:2604.23396v1 Announce Type: cross Abstract: Generative retrieval (GR) ranks documents by autoregressively generating document identifiers. Because many GR methods rely on trie-constrained beam s

model-releasesarxiv-cs-ai
28 Apr 2026
Model Releases

Robust Audio-Text Retrieval via Cross-Modal Attention and Hybrid Loss

DGX agent

arXiv:2604.23323v1 Announce Type: new Abstract: Audio-text retrieval enables semantic alignment between audio content and natural language queries, supporting applications in multimedia search, access

model-releasesarxiv-cs-cl
28 Apr 2026
Model Releases

StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning

DGX agent

arXiv:2604.23198v1 Announce Type: new Abstract: Current video moment retrieval excels at action-centric tasks but struggles with narrative content. Models can see extit{what is happening} but fail to

model-releasesarxiv-cs-ai
28 Apr 2026
Model Releases

StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval

DGX agent

arXiv:2601.20597v2 Announce Type: replace Abstract: Continual Text-to-Video Retrieval (CTVR) is a challenging multimodal continual learning setting, where models must incrementally learn new semantic

model-releasesarxiv-cs-cv
28 Apr 2026
Research

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog

DGX agent

arXiv:2604.23602v1 Announce Type: cross Abstract: Early, tool-free prediction of post-synthesis timing remains a key obstacle to rapid RTL iteration. We introduce TimingLLM, a two-stage retrieval-augm

researcharxiv-cs-lg
28 Apr 2026
Model Releases

Bridging the Long-Tail Gap: Robust Retrieval-Augmented Relation Completion via Multi-Stage Paraphrase Infusion

DGX agent

arXiv:2604.22261v1 Announce Type: new Abstract: Large language models (LLMs) struggle with relation completion (RC), both with and without retrieval-augmented generation (RAG), particularly when the r

model-releasesarxiv-cs-cl
27 Apr 2026
Model Releases

Rethinking Retrieval-Augmented Generation as a Cooperative Decision-Making Problem

DGX agent

arXiv:2602.18734v2 Announce Type: replace-cross Abstract: Retrieval-Augmented Generation (RAG) has demonstrated strong effectiveness in knowledge-intensive tasks by grounding language generation in ex

model-releasesarxiv-cs-ai
27 Apr 2026
Applications

Conjecture and Inquiry: Quantifying Software Performance Requirements via Interactive Retrieval-Augmented Preference Elicitation

DGX agent

arXiv:2604.21380v1 Announce Type: cross Abstract: Since software performance requirements are documented in natural language, quantifying them into mathematical forms is essential for software enginee

applicationsarxiv-cs-ai
24 Apr 2026
Model Releases

Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts

DGX agent

arXiv:2604.20851v1 Announce Type: cross Abstract: Modern video-text retrieval (VTR) models excel on in-distribution benchmarks but are highly vulnerable to real-world query shifts, where the distribut

model-releasesarxiv-cs-ai
24 Apr 2026
Model Releases

Self-Describing Structured Data with Dual-Layer Guidance: A Lightweight Alternative to RAG for Precision Retrieval in Large-Scale LLM Knowledge Navigation

DGX agent

arXiv:2604.19777v1 Announce Type: cross Abstract: Large Language Models (LLMs) exhibit a well-documented positional bias when processing long input contexts: information in the middle of a context win

model-releasesarxiv-cs-ai
23 Apr 2026
Model Releases

Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation

DGX agent

arXiv:2604.18663v1 Announce Type: cross Abstract: Existing jamming attacks on Retrieval-Augmented Generation (RAG) systems typically induce explicit refusals or denial-of-service behaviors, which are

model-releasesarxiv-cs-ai
22 Apr 2026
Model Releases

ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval

DGX agent

arXiv:2510.08252v2 Announce Type: replace-cross Abstract: In this paper, we introduce ReasonEmbed, a novel text embedding model developed for reasoning-intensive document retrieval. Our work includes

model-releasesarxiv-cs-cl
21 Apr 2026
Model Releases

WeatherArchive-Bench: Benchmarking Retrieval-Augmented Reasoning for Historical Weather Archives

DGX agent

arXiv:2510.05336v2 Announce Type: replace Abstract: Historical archives on weather events are collections of enduring primary source records that offer rich, untapped narratives of how societies have

model-releasesarxiv-cs-cl
21 Apr 2026
Research

Feedback Adaptation for Retrieval-Augmented Generation

DGX agent

arXiv:2604.06647v2 Announce Type: replace Abstract: Retrieval-Augmented Generation (RAG) systems are typically evaluated under static assumptions, despite being frequently corrected through user or ex

researcharxiv-cs-cl
17 Apr 2026
Safety

RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models

DGX agent

arXiv:2604.14951v1 Announce Type: cross Abstract: Tool learning with foundation models aims to endow AI systems with the ability to invoke external resources -- such as APIs, computational utilities,

safetyarxiv-cs-cl
17 Apr 2026
Model Releases

Hybrid Retrieval for COVID-19 Literature: Comparing Rank Fusion and Projection Fusion with Diversity Reranking

DGX agent

arXiv:2604.13728v1 Announce Type: cross Abstract: We present a hybrid retrieval system for COVID-19 scientific literature, evaluated on the TREC-COVID benchmark (171,332 papers, 50 expert queries). Th

model-releasesarxiv-cs-cl
16 Apr 2026
Research

Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation

DGX agent

arXiv:2510.12460v2 Announce Type: replace Abstract: Retrieval-Augmented Generation (RAG) systems often fail to maintain contextual faithfulness, generating responses that conflict with the provided co

researcharxiv-cs-cl
14 Apr 2026
Model Releases

BLUEmed: Retrieval-Augmented Multi-Agent Debate for Clinical Error Detection

DGX agent

arXiv:2604.10389v1 Announce Type: new Abstract: Terminology substitution errors in clinical notes, where one medical term is replaced by a linguistically valid but clinically different term, pose a pe

model-releasesarxiv-cs-cl
14 Apr 2026
Research

Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure

DGX agent

arXiv:2604.11759v1 Announce Type: new Abstract: Organizational knowledge used by AI agents typically lacks epistemic structure: retrieval systems surface semantically relevant content without distingu

researcharxiv-cs-ai
14 Apr 2026
Model Releases

Memory operations, including retrieval, prioritization, compaction awareness, should be native and baked into the harness. 𝐖𝐢𝐭𝐡𝐨𝐮𝐭 𝐭…

DGX agent

Memory operations, including retrieval, prioritization, compaction awareness, should be native and baked into the harness. 𝐖𝐢𝐭𝐡𝐨𝐮𝐭 𝐭𝐡𝐞 𝐩𝐫𝐨𝐩𝐞𝐫 𝐢𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐨𝐧 𝐛𝐞𝐭𝐰𝐞𝐞𝐧 𝐡𝐚𝐫𝐧𝐞𝐬𝐬 𝐚𝐧𝐝 𝐦𝐞𝐦𝐨𝐫𝐲, 𝐦𝐞𝐦𝐨𝐫𝐲 𝐚𝐥𝐨𝐧𝐞 𝐢𝐬 𝐩𝐨

model-releasesharrison-chase--x
13 Apr 2026
Research

Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism

DGX agent

arXiv:2601.05524v2 Announce Type: replace Abstract: Parallel Speculative Decoding (PSD) accelerates traditional Speculative Decoding (SD) by overlapping draft generation with verification. However, it

researcharxiv-cs-cl
10 Apr 2026
Model Releases

Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction

DGX agent

arXiv:2604.07659v1 Announce Type: new Abstract: Large language models (LLMs) hold significant promise for healthcare, yet their reliability in high-stakes clinical settings is often compromised by hal

model-releasesarxiv-cs-cl
10 Apr 2026
Safety

Event-Centric World Modeling with Memory-Augmented Retrieval for Embodied Decision-Making

DGX agent

arXiv:2604.07392v1 Announce Type: cross Abstract: Autonomous agents operating in dynamic and safety-critical environments require decision-making frameworks that are both computationally efficient and

safetyarxiv-cs-ro
10 Apr 2026
Agents

SubSearch: Intermediate Rewards for Unsupervised Guided Reasoning in Complex Retrieval

DGX agent

arXiv:2604.07415v1 Announce Type: cross Abstract: Large language models (LLMs) are probabilistic in nature and perform more reliably when augmented with external information. As complex queries often

agentsarxiv-cs-cl
10 Apr 2026
Tools

It would be a tragedy for embedding models to become narrowly optimized for retrieval in the same way that generative text models have becom…

DGX agent

It would be a tragedy for embedding models to become narrowly optimized for retrieval in the same way that generative text models have become narrowly optimized for conversational rollout. There is mu

toolslinus-lee--x
18 Oct 2026
Hardware

CertEx: Exact Visual Retrieval at Scale by Certified Exclusion

DGX agent

arXiv:2610.21325v1 Announce Type: new Abstract: Exact k-nearest-neighbor (kNN) search over image descriptors and embeddings underlies visual retrieval, near-duplicate detection, the evaluation of lear

hardwarearxiv-cs-cv
16 Oct 2026
Research

Pathology foundation models for training-free case retrieval in salivary gland tumors

DGX agent

arXiv:2610.22087v1 Announce Type: new Abstract: In pathology, pattern recognition relies on a frame of reference built through extensive training and experience, which may still fall short when encoun

researcharxiv-cs-cv
16 Oct 2026
Model Releases

Privacy-Preserving Text Inference for Health-Misinformation Classification and Semantic Retrieval

DGX agent

arXiv:2610.20796v1 Announce Type: cross Abstract: Health-misinformation analysis presents a dual challenge: misleading claims can affect public well-being, while systems designed to detect them may ex

model-releasesarxiv-cs-lg
16 Oct 2026
Model Releases

Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection

DGX agent

arXiv:2610.20243v1 Announce Type: new Abstract: Anomaly detection is a fundamental task for time-series analytics, with important implications for the downstream performance of many applications. Desp

model-releasesarxiv-cs-lg
15 Oct 2026
Safety

PixARG: Pixel-Asynchronous Retrieval-Augmented Diffusion for Fast and Realistic Image Generation

DGX agent

arXiv:2610.14713v1 Announce Type: new Abstract: While diffusion models achieve impressive image generation capabilities, they suffer from high computational costs, implausible artifacts, and limited a

safetyarxiv-cs-cv
14 Oct 2026
Model Releases

SOVABench: A Vehicle Surveillance Action Retrieval Benchmark for Multimodal Large Language Models

DGX agent

arXiv:2601.04824v3 Announce Type: replace Abstract: Automatic identification of events and recurrent behavior analysis are critical for video surveillance. However, most existing content-based video r

model-releasesarxiv-cs-cv
14 Oct 2026
Agents

From Retrieval to Reconstruction: Constructing Evolvable Cognitive Memory for Long-Term Dialogue

DGX agent

arXiv:2610.11314v1 Announce Type: new Abstract: Large Language Models (LLMs) serving as long-term dialogue agents require memory systems that support reliable reasoning over extended interactions. How

agentsarxiv-cs-cl
9 Oct 2026
Model Releases

Multimodal Graph Retrieval-Augmented Sequential Recommendation via Collaborative Filtering Paths

DGX agent

arXiv:2610.11228v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) have demonstrated strong potential for sequential recommendation through their ability to reason over complex m

model-releasesarxiv-cs-lg
9 Oct 2026
Research

NativeScope: Relation-Localized Retrieval over Native Topology with a Correct Anchor

DGX agent

arXiv:2610.12243v1 Announce Type: cross Abstract: Dense retrieval usually ranks text chunks by their semantic similarity to a question. This ignores structure that many data systems already store, inc

researcharxiv-cs-cl
9 Oct 2026
Model Releases

Scaling Legal AI: Benchmarking Mamba and Transformers for Statutory Classification and Case Law Retrieval

DGX agent

arXiv:2509.00141v2 Announce Type: replace-cross Abstract: Statutory corpora and judicial decisions are growing faster than legal professionals can read them, while individual judgments often exceed th

model-releasesarxiv-cs-lg
8 Oct 2026
Model Releases

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

DGX agent

arXiv:2501.07972v2 Announce Type: replace-cross Abstract: The target of video moment retrieval (VMR) is predicting temporal spans within a video that semantically match a given linguistic query. Exist

model-releasesarxiv-cs-cv
8 Oct 2026
Model Releases

What Should an Agent Remember? Disentangling Retention from Retrieval in Bounded-Memory Evaluation

DGX agent

arXiv:2610.00366v1 Announce Type: new Abstract: A persistent agent must decide both what to retain as information arrives and what to surface once a query appears, yet memory evaluations can confound

model-releasesarxiv-cs-ai
2 Oct 2026
Applications

From Codebase to Culprit (C2C): Reducing the Search Space for Bugs with Semantic Retrieval and Hierarchical Reinforcement Learning

DGX agent

arXiv:2609.38402v1 Announce Type: cross Abstract: We introduce C2C (From Codebase to Culprit), a framework for precise bug localization that progressively reduces the debugging search space across mul

applicationsarxiv-cs-lg
1 Oct 2026
Model Releases

Network-based Spatial Context Retrieval for Open-weight LLMs: A Faithfulness Benchmark for Grounded Geographic Reasoning

DGX agent

arXiv:2609.39437v1 Announce Type: new Abstract: Large language models (LLMs) encode substantial latent geographic knowledge, yet they reason poorly over space and are unreliable when queried from coor

model-releasesarxiv-cs-lg
1 Oct 2026
Model Releases

ReCAP: Retrieval-Guided Capability Reuse for Multimodal Continual Instruction Tuning

DGX agent

arXiv:2609.37889v1 Announce Type: new Abstract: Multimodal continual instruction tuning (MCIT) aims to enable multimodal large language models to acquire new capabilities from sequential tasks while p

model-releasesarxiv-cs-cv
30 Sept 2026
Research

Structured Visual Target Learning For Cross-Subject eeg-to-image retrieval

DGX agent

arXiv:2609.36971v1 Announce Type: new Abstract: Cross-subject EEG-to-image retrieval requires a neural represen- tation trained on source subjects to remain aligned with a visual embedding space for a

researcharxiv-cs-cv
30 Sept 2026
Research

From PDF to Evidence: Structure-Aware Retrieval for Clinical Practice Guidelines

DGX agent

arXiv:2609.33447v1 Announce Type: cross Abstract: Guideline documents are published as unstructured PDFs whose evidence is locked in visual structures---tables, flowcharts, and graded recommendations-

researcharxiv-cs-cv
29 Sept 2026
Tutorials

Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective

DGX agent

arXiv:2609.34652v1 Announce Type: new Abstract: Medical time series (MedTS) underpin many clinical classification tasks, yet existing methods usually represent them only as numerical sequences and und

tutorialsarxiv-cs-cv
29 Sept 2026
Model Releases

Cartograph: Federated Tool Discovery with Operator-Attested Retrieval for AI Agents

DGX agent

arXiv:2609.30293v1 Announce Type: cross Abstract: The Model Context Protocol (MCP) enables AI agents to discover and call tools, but loading every definition becomes expensive as connected catalogs gr

model-releasesarxiv-cs-ai
28 Sept 2026
Agents

retrieval is a decision problem, not just a similarity problem cool experiment from @assaf_elovic swapping embeddings for Jev in GPT Researc…

DGX agent

retrieval is a decision problem, not just a similarity problem cool experiment from @assaf_elovic swapping embeddings for Jev in GPT Researcher - 73% vs 46% relevant context decision models will show

agentsharrison-chase--x
28 Sept 2026
Research

SALI: Shot-Aware Late Interaction for Cross-Shot Relation Matching in Text-to-Video Retrieval using Film-Grammar Knowledge

DGX agent

arXiv:2609.29721v1 Announce Type: new Abstract: Text-to-video retrieval usually represents a video clip by a single embedding. This embedding often loses important relations between people. E.g., an i

researcharxiv-cs-cv
25 Sept 2026
Agents

The Fellowship of the Query: Learning Retrieval Actions

DGX agent

arXiv:2609.28653v1 Announce Type: cross Abstract: Retrieval-augmented question answering requires control decisions about when to decompose a question, search, reformulate, extract evidence, synthesiz

agentsarxiv-cs-ai
25 Sept 2026
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