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Small Edits, Big Consequences: Telling Good from Bad Robustness in Large Language Models arxiv.org/abs/2507.15868 .CL .AI

SpeedLLM: An FPGA Co-design of Large Language Model Inference Accelerator arxiv.org/abs/2507.14139 .AR

Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space arxiv.org/abs/2507.14170 .LG .AI

IPPRO: Importance-based Pruning with PRojective Offset for Magnitude-indifferent Structural Pruning arxiv.org/abs/2507.14171 .LG .AI

Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI arxiv.org/abs/2507.14172 .LG .AI .NE

Latent Space Data Fusion Outperforms Early Fusion in Multimodal Mental Health Digital Phenotyping Data arxiv.org/abs/2507.14175 .AP .LG .AI

Predictive Representativity: Uncovering Racial Bias in AI-based Skin Cancer Detection arxiv.org/abs/2507.14176 .CO .ML .LG

Understanding Two-Layer Neural Networks with Smooth Activation Functions arxiv.org/abs/2507.14177 .NA .LG .AI .NA

Feature Bank Enhancement for Distance-based Out-of-Distribution Detection arxiv.org/abs/2507.14178 .LG .AI

A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering arxiv.org/abs/2507.14179 .LG .AI .CL .DC

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives arxiv.org/abs/2507.13359 .CV

Low-Light Enhancement via Encoder-Decoder Network with Illumination Guidance arxiv.org/abs/2507.13360 .CV

VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs arxiv.org/abs/2507.13361 .CV .AI

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning arxiv.org/abs/2507.13362 .CV .AI .CL

Just Add Geometry: Gradient-Free Open-Vocabulary 3D Detection Without Human-in-the-Loop arxiv.org/abs/2507.13363 .CV .AI

OmniVec2 -- A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning arxiv.org/abs/2507.13364 .CV .AI

Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion arxiv.org/abs/2507.13366 .SI .CV

Digital Twins in Industrial Applications: Concepts, Mathematical Modeling, and Use Cases arxiv.org/abs/2507.12468 .OH

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