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ArXiv cs.AI
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3h ago
animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics
arXiv:2406.01253v3 Announce Type: replace-cross Abstract: Bioacoustic research, vital for understanding animal behavior, conservation, and ecology, faces a monu
ArXiv cs.AI
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3h ago
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought
arXiv:2501.16154v4 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown impressive multilingual capabilities through pretraining on di
ArXiv cs.AI
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3h ago
RegD: Hierarchical Embeddings via Dissimilarity between Arbitrary Euclidean Regions
arXiv:2501.17518v3 Announce Type: replace-cross Abstract: Hierarchical data is common in many domains like life sciences and e-commerce, and its embeddings ofte
ArXiv cs.AI
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3h ago
Large Language Models are Powerful Electronic Health Record Encoders
arXiv:2502.17403v5 Announce Type: replace-cross Abstract: Electronic Health Records (EHRs) offer considerable potential for clinical prediction, but their compl
ArXiv cs.AI
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3h ago
Siamese Foundation Models for Crystal Structure Prediction
arXiv:2503.10471v2 Announce Type: replace-cross Abstract: Predicting crystal structures from chemical compositions is a fundamental challenge in materials disco
ArXiv cs.AI
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3h ago
Fine-Tuning LLMs for Report Summarization: Analysis on Supervised and Unsupervised Data
arXiv:2503.10676v2 Announce Type: replace-cross Abstract: We study the efficacy of fine-tuning Large Language Models (LLMs) for the specific task of report (gov
ArXiv cs.AI
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3h ago
Characterizing higher-order representations through generative diffusion models explains human decoded neurofeedback performance
arXiv:2503.14333v4 Announce Type: replace-cross Abstract: Brains construct not only "first-order" representations of the environment but also "higher-order" rep
ArXiv cs.AI
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3h ago
On the Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions
arXiv:2503.21708v4 Announce Type: replace-cross Abstract: Layer normalization (LN) is an essential component of modern neural networks. While many alternative t
ArXiv cs.AI
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3h ago
On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
arXiv:2504.02169v3 Announce Type: replace-cross Abstract: We study the geometry of Receiver Operating Characteristic (ROC) and Precision-Recall (PR) curves in b
ArXiv cs.AI
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3h ago
Joint Flashback Adaptation for Forgetting-Resistant Instruction Tuning
arXiv:2505.15467v2 Announce Type: replace-cross Abstract: Large language models have achieved remarkable success in various tasks. However, it is challenging fo
ArXiv cs.AI
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3h ago
SEW: Self-Evolving Agentic Workflows for Automated Code Generation
arXiv:2505.18646v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have demonstrated effectiveness in code generation tasks. To enable LLMs
ArXiv cs.AI
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3h ago
Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
arXiv:2505.19261v2 Announce Type: replace-cross Abstract: Current text-to-image diffusion generation typically employs complete-text conditioning. Due to the in
ArXiv cs.AI
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3h ago
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
arXiv:2506.01979v4 Announce Type: replace-cross Abstract: Recently, speculative decoding (SD) has emerged as a promising technique to accelerate LLM inference b
ArXiv cs.AI
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3h ago
HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
arXiv:2506.08618v4 Announce Type: replace-cross Abstract: AI is transforming scientific research by revealing new ways to understand complex physical systems, b
ArXiv cs.AI
📄 Paper
3h ago
Fast AI Model Partition for Split Learning over Edge Networks
arXiv:2507.01041v4 Announce Type: replace-cross Abstract: Split learning (SL) is a distributed learning paradigm that can enable computation-intensive artificia
ArXiv cs.AI
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3h ago
Global optimization tailored for graphics processing units: Complete and rigorous search for large-scale nonlinear minimization
arXiv:2507.01770v4 Announce Type: replace-cross Abstract: This paper introduces a numerical method to enclose the global minimum of a nonlinear function subject
ArXiv cs.AI
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3h ago
Mobile GUI Agents under Real-world Threats: Are We There Yet?
arXiv:2507.04227v2 Announce Type: replace-cross Abstract: Recent years have witnessed a rapid development of mobile GUI agents powered by large language models
ArXiv cs.AI
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3h ago
A document is worth a structured record: Principled inductive bias design for document recognition
arXiv:2507.08458v2 Announce Type: replace-cross Abstract: Many document types use intrinsic, convention-driven structures that serve to encode precise and struc
ArXiv cs.AI
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3h ago
Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery
arXiv:2507.08977v4 Announce Type: replace-cross Abstract: Scientific modeling faces a tradeoff between the interpretability of mechanistic theory and the predic
ArXiv cs.AI
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3h ago
Automatic Road Subsurface Distress Recognition from Ground Penetrating Radar Images using Deep Learning-based Cross-verification
arXiv:2507.11081v3 Announce Type: replace-cross Abstract: Ground penetrating radar (GPR) has become a rapid and non-destructive solution for road subsurface dis
ArXiv cs.AI
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3h ago
Improved particle swarm optimization algorithm: multi-target trajectory optimization for swarm drones
arXiv:2507.13647v2 Announce Type: replace-cross Abstract: Real-time trajectory planning for unmanned aerial vehicles (UAVs) in dynamic environments remains a ke
ArXiv cs.AI
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3h ago
ChemDFM-R: A Chemical Reasoning LLM Enhanced with Atomized Chemical Knowledge
arXiv:2507.21990v4 Announce Type: replace-cross Abstract: Atomized chemical knowledge, such as functional group information of molecules and reactions, plays a
ArXiv cs.AI
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3h ago
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
arXiv:2508.18187v2 Announce Type: replace-cross Abstract: Memory decay makes it harder for the human brain to recognize visual objects and retain details. Conse
ArXiv cs.AI
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3h ago
Variation in Verification: Understanding Verification Dynamics in Large Language Models
arXiv:2509.17995v2 Announce Type: replace-cross Abstract: Recent advances have shown that scaling test-time computation enables large language models (LLMs) to
DeepCamp AI