Oracle-Efficient Combinatorial Semi-Bandits
arXiv:2510.21431v2 Announce Type: replace Abstract: We study the combinatorial semi-bandit problem where an agent selects a subset of base arms and receives individual feedback. While this…
Papers 5621 stories
GES-TSP: Graph Edge Sparsification for TSP
arXiv:2607.09708v1 Announce Type: new Abstract: Solving large-scale instances of the Traveling Salesman Problem (TSP) exactly is computationally expensive. Researchers often employ graph sparsification methods to improve…
Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval
arXiv:2607.04605v2 Announce Type: replace-cross Abstract: Multi-vector vision-language retrieval preserves fine-grained visual evidence through maximum-similarity late interaction, but dense image-side tokens make storage and scoring expensive. Existing…
Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding
arXiv:2505.13353v5 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed for understanding large codebases, but whether they understand operational semantics of long code context…
Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System
arXiv:2607.09768v1 Announce Type: new Abstract: In this paper, we present the first (to the best of our knowledge) demonstration of a low-power MCU-based edge device for…
Detangled: A Framework for Creating, Editing, and Inferencing Feature Rich Hair Strands
arXiv:2607.09811v1 Announce Type: new Abstract: We present a framework for understanding and generating feature rich hair strands. Drawing upon both scientific and cultural expertise, we define…
MMRM: A Multiplex Multimodal Representation Model for Product Ranking in E-commerce Search
arXiv:2607.11030v1 Announce Type: cross Abstract: Multimodal information is pivotal for e-commerce search ranking. Existing works leverage multimodal data typically by fine-tuning general Multimodal Large Language Models…
Event-based Neural Decoding for Neuroprosthetic Motor Control
arXiv:2607.11445v1 Announce Type: cross Abstract: A substantial number of patients experience diminished mobility due to disabilities, diseases, or accidents. Although modern prostheses, powered by deep neural…
Approximation of Analytic Functions by ReLU Neural Networks with Adjustable Depth and Width
arXiv:2607.10589v1 Announce Type: new Abstract: In contrast to most studies on neural network approximation theory that characterize results through a single parameter, such as the total…
Energy-guided Recursive Model
arXiv:2607.10128v1 Announce Type: cross Abstract: Recursive reasoning models address structured problems by repeatedly updating latent states of small neural networks. However, their test-time scaling lacks a…
Interpreting Latent CoT Reasoning as Dynamical Systems
arXiv:2607.09698v1 Announce Type: new Abstract: Recent latent reasoning methods, such as CODI and COCONUT, face a fundamental interpretability problem: they maintain multiple superimposed candidate traces in…
PC-Mix: Partial-Component Audio Spoofing Detection under Mixed Speech and Environmental Sound Conditions
arXiv:2607.10345v1 Announce Type: cross Abstract: Recent studies on partial audio spoofing mainly focus on studio-recorded speech with temporal localization of spoofed segments. However, these studies often…
Instruction Set and Language for Hypergraphs
arXiv:2607.10194v1 Announce Type: new Abstract: We present IsalHG, a method for representing the structure of any finite, connected hypergraph of bounded hyperedge arity as a string…
Time Imprint: Learning Time-Aware Representations in Multi-Modal Knowledge Graphs
arXiv:2607.09777v1 Announce Type: new Abstract: Multi-Modal Knowledge Graphs (MMKGs) enrich entities with multiple modalities such as text and images, yet entities with highly similar multi-modal features…
LRX-PINN: A Layer-Resolving XNet Physics-Informed Neural Network with Integrated Cauchy Activations for Convection-Dominated Problems
arXiv:2607.03682v2 Announce Type: replace-cross Abstract: Convection-dominated convection-diffusion problems often develop thin layers, where the solution has sharp transition profiles and its derivatives are highly localized. This…
Low-Rank Attention Residuals
arXiv:2607.09694v1 Announce Type: new Abstract: Attention Residuals replace the fixed residual sum with depthwise attention over previous sub-layer outputs in large language models (LLMs), but use…
A Symbolic Neural CPU for Quantization-Simulated Writeback and Interpretable Program Execution
arXiv:2607.10021v1 Announce Type: cross Abstract: Neural networks can learn algorithmic input-output mappings, but trusting a learned executor requires more than a correct final answer because the…
Demixing Sparse Signals from Nonlinear Observations using Generalized Non-convex Regularization
arXiv:2607.10618v1 Announce Type: new Abstract: We consider the recovery of a pair of sparse vectors from a limited number of nonlinear observations of their superposition: $y_i=g(inner{ba_i}{bPhibw^ast+bPsibz^ast})+e_i$,…
Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes
arXiv:2607.09689v1 Announce Type: new Abstract: To leading order under local asymptotic normality (LAN), the confidence density a worker emits over a chunk of size $n$ is…
Emotion Recognition in Signers
arXiv:2512.15376v2 Announce Type: replace-cross Abstract: Recognition of signers' emotions suffers from one theoretical challenge and one practical challenge, namely, the overlap between grammatical and affective facial…
The GRADIEND Python Package: An End-to-End System for Gradient-Based Feature Learning
arXiv:2602.23993v2 Announce Type: replace Abstract: We present gradiend, an open-source Python package that operationalizes the GRADIEND method for learning feature directions from factual-counterfactual MLM and CLM…
Knowledge-Constrained Shape Optimization with a Mixture-of-Experts Neural Operator for High-Confidence Design
arXiv:2607.09763v1 Announce Type: new Abstract: Engineering shape optimization faces challenges in both expert-dependent problem setup and surrogate-model reliability. In practical aerodynamic design, optimization settings such as…
PUMA: Perception-driven Unified Foothold Prior for Mobility Augmented Quadruped Parkour
arXiv:2601.15995v2 Announce Type: replace-cross Abstract: Parkour tasks for quadrupeds have emerged as a promising benchmark for agile locomotion. While human athletes can effectively perceive environmental characteristics…
Self-Healing Visual Recovery for Autonomous Ground Vehicles Using Camera-Only Visual Odometry
arXiv:2607.11686v1 Announce Type: cross Abstract: Low-cost unmanned ground vehicles are often used in indoor places like warehouses, inspection corridors, and farm rows, where painted floor lines…