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  • All entries123,104
  • Agents10,323
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123,104Total entries
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13Categories

Knowledge catalogue

Search: “index”

GridTimelineEvolution
49+ results
Model Releases

From Relaxed Indexability to Exact Indexability: A t-Step Approach for Partially Observable Restless Bandits

DGX agent

arXiv:2608.24167v1 Announce Type: new Abstract: Whittle index policies offer a scalable method for restless multi-armed bandits, but under partial observability even determining the indifference subsi

model-releasesarxiv-cs-lg
26 Aug 2026
DGX agent

Content type
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Model Releases

RL-Index: Reinforcement Learning for Retrieval Index Reasoning

DGX agent

arXiv:2606.16316v2 Announce Type: replace-cross Abstract: Retrieving external knowledge is crucial for real-world tasks but remains difficult when queries and relevant knowledge are linked by implicit

model-releasesarxiv-cs-ai
17 Aug 2026
Model Releases

Mycelium-Index: A Streaming Approximate Nearest Neighbor Index with Myelial Edge Decay, Traffic-Driven Reinforcement, and Adaptive Living Hierarchy

DGX agent

arXiv:2604.11274v1 Announce Type: new Abstract: We present mycelium-index, a streaming approximate nearest neighbor (ANN) index for high-dimensional vector spaces, inspired by the adaptive growth patt

model-releasesarxiv-cs-lg
14 Apr 2026
Model Releases

LongCat Sparse Attention: Taming the Lightning via Streaming-aware Hierarchical Cross-Layer Indexing

DGX agent

arXiv:2608.01662v1 Announce Type: cross Abstract: DeepSeek Sparse Attention (DSA) enables efficient long-context modeling through its Lightning Indexer. However, practical deployment remains constrain

model-releasesarxiv-cs-cl
4 Aug 2026
Model Releases

MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference

DGX agent

arXiv:2605.07363v1 Announce Type: cross Abstract: DeepSeek Sparse Attention (DSA) sets the state of the art for fine-grained inference-time sparse attention by introducing a learned token-wise indexer

model-releasesarxiv-cs-ai
11 May 2026
Agents

Self-Evolving Search Index

DGX agent

arXiv:2609.19656v1 Announce Type: cross Abstract: Information retrieval is increasingly important as LLM agents tackle complex tasks involving diverse information needs. Because retrieval relies on an

agentsarxiv-cs-ai
18 Sept 2026
Model Releases

HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention

DGX agent

arXiv:2603.28458v4 Announce Type: replace Abstract: Token-level sparse attention mechanisms, exemplified by DeepSeek Sparse Attention (DSA), achieve fine-grained key selection by scoring every histori

model-releasesarxiv-cs-lg
11 Sept 2026
Research

Poisoning Attacks on the PGM-index

DGX agent

arXiv:2609.02328v1 Announce Type: cross Abstract: The PGM-index (Ferragina and Vinciguerra, VLDB'20) is one of the most practical learned indexes, owing to its theoretical elegance and consistently st

researcharxiv-cs-lg
3 Sept 2026
Model Releases

Index SLM Technical Report

DGX agent

arXiv:2607.09885v2 Announce Type: replace Abstract: We present Index-1.9B, a series of open small language models developed at Bilibili. The series comprises four models: Index-1.9B-Base, a foundation

model-releasesarxiv-cs-cl
10 Aug 2026
Model Releases

PIVOT: Efficient Query-Group Indexing for Token-Level Sparse Attention

DGX agent

arXiv:2607.24593v1 Announce Type: new Abstract: Token-level sparse attention, as implemented by DeepSeek Sparse Attention (DSA) in production systems, makes the downstream attention efficient but shif

model-releasesarxiv-cs-cl
28 Jul 2026
Research

MIDR: Enrichment-Augmented Indexing for Multimodal Document Retrieval

DGX agent

arXiv:2609.01316v1 Announce Type: cross Abstract: Retrieval over visually rich documents has a representation problem: important content often lives in tables, charts, figures, and layout relations th

researcharxiv-cs-ai
2 Sept 2026
Research

ColBERTSaR: Sparsified ColBERT Index via Product Quantization

DGX agent

arXiv:2606.05568v1 Announce Type: cross Abstract: While ColBERT is an effective neural retrieval architecture, it requires a heavy index structure to support candidate set retrieval based on approxima

researcharxiv-cs-cl
5 Jun 2026
Agents

SPIN: Shadow Predictive Indexer for Sparse Attention

DGX agent

arXiv:2610.09025v1 Announce Type: new Abstract: Indexer-based sparse attention reduces the cost of core attention by passing only a fixed, small number of important tokens to it. However, the indexer

agentsarxiv-cs-lg
8 Oct 2026
Research

Symmetry-Aware Feature Learning: A Polynomial Separation for Multi-Index Models

DGX agent

arXiv:2610.08420v1 Announce Type: new Abstract: We establish a polynomial sample complexity separation between symmetry-aware and symmetry-agnostic feature learning. We study growing-rank multi-index

researcharxiv-cs-lg
7 Oct 2026
Research

Self-Indexing Attention for Compression-Compatible Sparse Long-Context LLM Inference

DGX agent

arXiv:2609.13205v1 Announce Type: cross Abstract: Sparse long-context inference requires efficient token retrieval in both prefill and decode. Existing methods often use different retrieval strategies

researcharxiv-cs-cl
15 Sept 2026
Applications

Reducing Redundancy in Whole-Slide Image Patching for Scalable Indexing and Retrieval

DGX agent

arXiv:2606.26157v1 Announce Type: cross Abstract: The rapid growth of digital pathology has created an urgent need for efficient indexing and retrieval of whole slide images (WSIs). This need is inten

applicationsarxiv-cs-ai
26 Jun 2026
Model Releases

Index-Translate: A Multilingual Translation Model Family -- Text, Speech, Controlled Dubbing, and Long-Document Translation

DGX agent

arXiv:2609.40181v1 Announce Type: new Abstract: We introduce Index-Translate, a multilingual translation model family that combines a shared multilingual foundation with specialized training for gener

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

Learning Orthogonal Multi-Index Models Beyond Small Initialization: Incremental Learning, Competitive Dynamics and Symmetry

DGX agent

arXiv:2609.10879v1 Announce Type: new Abstract: Recent work has identified incremental learning in shallow networks trained on single-index and multi-index models. However, existing analyses often rel

model-releasesarxiv-cs-lg
11 Sept 2026
Research

Hypergraph Embedding Indexing for Efficient Dense Vector Retrieval

DGX agent

arXiv:2608.22980v1 Announce Type: cross Abstract: Dense vector retrieval has become the foundation of modern semantic search, yet existing approximate nearest neighbor (ANN) indexes treat an embedding

researcharxiv-cs-ai
25 Aug 2026
Research

NeuRoute: Logit-Guided Neural Routing for Billion-Scale Vector Search with Sub-Hour Index Construction

DGX agent

arXiv:2608.15438v1 Announce Type: cross Abstract: Building approximate nearest neighbor (ANN) indexes at billion scale is often dominated by expensive global clustering or graph construction, making t

researcharxiv-cs-lg
18 Aug 2026
Safety

A Persona-based Rate Action Index

DGX agent

arXiv:2607.26545v1 Announce Type: cross Abstract: We propose an index for predicting the U.S. Federal Open Market Committee (FOMC) decision to hike/hold/cut the current federal funds target rate based

safetyarxiv-cs-lg
30 Jul 2026
Safety

CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval

DGX agent

arXiv:2606.28365v1 Announce Type: cross Abstract: RAG ingestion pipelines frequently augment search corpus index with semantic enrichment indices (e.g., synthetic queries or summaries generated from c

safetyarxiv-cs-ai
30 Jun 2026
Model Releases

Physics-Informed Neural Networks for Computing the Morse Index of the Critical Catenoid

DGX agent

arXiv:2606.21725v1 Announce Type: cross Abstract: The Morse index of a free boundary minimal surface is encoded in its Jacobi-Steklov spectrum, and we test how faithfully a physics-informed neural net

model-releasesarxiv-cs-lg
23 Jun 2026
Research

What's the Point? Spatial Grammar & Index Resolution for Sign Language Processing

DGX agent

arXiv:2606.08056v1 Announce Type: cross Abstract: Sign language models are predominantly trained with gloss-sequence or text supervision, thereby under-modeling non-lexical and productive construction

researcharxiv-cs-ai
9 Jun 2026
Research

Subspace Aggregation Query and Index Generation for Multidimensional Resource Space Model

DGX agent

arXiv:2505.02129v3 Announce Type: replace-cross Abstract: Organizing large-scale resources in a multidimensional semantic space is an approach to efficiently managing and querying resources from diffe

researcharxiv-cs-ai
26 May 2026
Research

PRIME: Pre-Retrieval Index Modeling Enhancement for Structured Document Retrieval-Real

DGX agent

arXiv:2610.13296v1 Announce Type: cross Abstract: High-precision retrieval over external knowledge bases is essential for LLM agents to operate effectively. However, existing Information Retrieval (IR

researcharxiv-cs-ai
12 Oct 2026
Safety

Scalable extensions to given-data Sobol' index estimators

DGX agent

arXiv:2509.09078v3 Announce Type: replace-cross Abstract: Given-data methods for variance-based sensitivity analysis have significantly advanced the feasibility of Sobol' index computation for computa

safetyarxiv-cs-lg
11 Aug 2026
Model Releases

Indexing: the Beginning and the End

DGX agent

arXiv:2607.22361v1 Announce Type: new Abstract: We study information bottlenecks in modern deep-learning architectures -- RNNs, softmax transformers, linear-attention transformers and state-space mode

model-releasesarxiv-cs-lg
27 Jul 2026
Model Releases

Restless bandits with imperfect binary feedback: PCL-indexability analysis and computation

DGX agent

arXiv:2606.11192v1 Announce Type: new Abstract: We study restless bandits with binary latent states and imperfect binary feedback, motivated by opportunistic spectrum access with sensing errors. For t

model-releasesarxiv-cs-lg
11 Jun 2026
Research

Segmentation-Guided Spatial Indexing for Generalizable and Explainable Deepfake Detection

DGX agent

arXiv:2606.00098v1 Announce Type: new Abstract: We introduce segmentation-guided spatial indexing for generalizable and explainable deepfake detection. The key idea reverses the standard design order:

researcharxiv-cs-cv
2 Jun 2026
Research

Optimal Regret for Single Index Bandits

DGX agent

arXiv:2605.09454v1 Announce Type: cross Abstract: We study the extit{single-index bandit} problem, where rewards depend on an unknown one-dimensional projection of high-dimensional contexts through an

researcharxiv-cs-lg
12 May 2026
Research

MRVQ: One Resident Index for Dimension- and Rate-Elastic Vector Search

DGX agent

arXiv:2610.03651v1 Announce Type: new Abstract: Dense-retrieval services must switch among embedding-prefix dimensions and index bit rates as latency, quality, and memory budgets change. Tuning a quan

researcharxiv-cs-ai
5 Oct 2026
Model Releases

Low-Rank Single-Index Bandits with Unknown Links: From Matrices to Tensors

DGX agent

arXiv:2609.33025v1 Announce Type: new Abstract: Low-rank matrix and tensor bandits exploit structured interactions but typically assume a known reward link. Recent single-index bandit methods accommod

model-releasesarxiv-cs-lg
29 Sept 2026
Safety

Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach

DGX agent

arXiv:2609.22981v1 Announce Type: cross Abstract: We present a dual-locking method for securing trained neural networks that combines key-driven index permutation with PIN-based watermarking based on

safetyarxiv-cs-ai
23 Sept 2026
Safety

Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism

DGX agent

arXiv:2409.09253v2 Announce Type: replace-cross Abstract: Owing to the unprecedented capability in semantic understanding and logical reasoning, large language models (LLMs) have shown fantastic poten

safetyarxiv-cs-ai
17 Sept 2026
Research

Coarse Indexing, Fine Evidence: Decoupling Temporal Granularity in Long-Video RAG

DGX agent

arXiv:2608.23011v1 Announce Type: cross Abstract: Graph-based retrieval-augmented generation (RAG) provides a scalable paradigm for long-video understanding, but existing systems typically inherit a f

researcharxiv-cs-ai
25 Aug 2026
Model Releases

When Generated Images Look Right and Retrieve Wrong: Coverage-Guided Cross-Scale Re-Indexing for Knowledge-Faithful Generative Perception

DGX agent

arXiv:2608.20810v1 Announce Type: cross Abstract: Multimodal information systems increasingly route generated visual content back through the same vision-language index that informed its production, s

model-releasesarxiv-cs-ai
24 Aug 2026
Safety

Global Index on Responsible AI 2026 : Conceptual Framework and Methodology

DGX agent

arXiv:2608.18122v1 Announce Type: cross Abstract: This report presents the methodology of the Global Index on Responsible AI (GIRAI), 2nd Edition. This edition refines the 1st Edition by strengthening

safetyarxiv-cs-ai
20 Aug 2026
Model Releases

Does generative AI supersede supervised XMLC? A Benchmark Study on Automated Subject Indexing with German Scientific Literature

DGX agent

arXiv:2607.14882v2 Announce Type: replace-cross Abstract: With a large controlled vocabulary as the label set, the task of automated subject indexing in a library can be understood as a multi-label cl

model-releasesarxiv-cs-ai
18 Aug 2026
Safety

Characterizing Bias in Post-Bandit Inference under Index Algorithms

DGX agent

arXiv:2608.01069v1 Announce Type: new Abstract: Bandit algorithms generate data for downstream inference, but adaptive sampling biases post-bandit sample means. We analyze this bias for stable index a

safetyarxiv-cs-lg
4 Aug 2026
Research

The C-index illusion: discrimination without calibration in published survival models

DGX agent

arXiv:2607.19526v1 Announce Type: new Abstract: 'Stop Chasing the C-index when Evaluating Survival Analysis Models' (ICML 2026, Spotlight) argued normatively, on synthetic data, that evaluating surviv

researcharxiv-cs-lg
23 Jul 2026
Model Releases

LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention

DGX agent

arXiv:2607.11976v1 Announce Type: new Abstract: Indexer-TopK, the operation to compute the scores and select the top-k candidates, is widely used by sparse attention kernels in large language models a

model-releasesarxiv-cs-lg
15 Jul 2026
Model Releases

Geometric Observability Index: An Operator-Theoretic Framework for Per-Feature Sensitivity, Weak Observability, and Dynamic Effects in SE(3) Pose Estimation

DGX agent

arXiv:2602.05582v2 Announce Type: replace Abstract: We introduce the Geometric Observability Index (GOI), a per-feature sensitivity measure for pose estimation on SE(3). For a Gauss-Newton curvature m

model-releasesarxiv-cs-cv
7 Jul 2026
Safety

A Skill-Based AI Agentic Pipeline for Library of Congress Subject Indexing

DGX agent

arXiv:2605.03537v1 Announce Type: cross Abstract: This paper presents a modular AI agentic skill pipeline for automating subject indexing with Library of Congress Subject Headings (LCSH). Subject inde

safetyarxiv-cs-ai
7 May 2026
Applications

MINT: Multi-Vector Search Index Tuning

DGX agent

arXiv:2504.20018v2 Announce Type: replace-cross Abstract: Vector search plays a crucial role in many real-world applications. In addition to single-vector search, multi-vector search becomes important

applicationsarxiv-cs-ai
28 Apr 2026
Safety

Restless Bandits with Individual Penalty Constraints: A New Near-Optimal Index Policy and How to Learn It

DGX agent

arXiv:2604.04101v2 Announce Type: replace Abstract: This paper investigates the Restless Multi-Armed Bandit (RMAB) framework under individual penalty constraints to address resource allocation challen

safetyarxiv-cs-lg
16 Apr 2026
Research

Hop-Decayed Influence: New Vulnerabilities of Structural Auxiliary Indexing in GraphRAG Pipelines with LLM

DGX agent

arXiv:2610.02373v1 Announce Type: cross Abstract: GraphRAG pipelines construct auxiliary structures during offline indexing--semantic summaries, hierarchical edges, and pre-computed scores--that deter

researcharxiv-cs-ai
5 Oct 2026
Local Ai

Video Evidence Indexing: Learning Where to Look from Video Previews for Token-Budgeted Long-Video Question Answering

DGX agent

arXiv:2610.00757v1 Announce Type: new Abstract: Long-video question answering is limited by the high cost of visual tokens and by the fixed context width of current VLMs. A long-video question may req

local-aiarxiv-cs-cv
2 Oct 2026
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