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A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks arxiv.org/abs/2405.08015 .LG .AI

Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive Analytics arxiv.org/abs/2405.08017 .LG .AI .CL

AdaKD: Dynamic Knowledge Distillation of ASR models using Adaptive Loss Weighting arxiv.org/abs/2405.08019 .LG .AI

ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency arxiv.org/abs/2405.08020 .LG .CV

On-the-fly Learning to Transfer Motion Style with Diffusion Models: A Semantic Guidance Approach arxiv.org/abs/2405.06646 .GR .CV

Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm arxiv.org/abs/2405.06652 .CL

Exploring Social Media Posts for Depression Identification: A Study on Reddit Dataset arxiv.org/abs/2405.06656 .CL .SI

A categorical account of composition methods in logic (extended version) arxiv.org/abs/2405.06664 .CT .LO

Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech arxiv.org/abs/2405.06665 .CL .IR .LG

Sentiment Polarity Analysis of Bangla Food Reviews Using Machine and Deep Learning Algorithms arxiv.org/abs/2405.06667 .CL .LG

Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts arxiv.org/abs/2405.06669 .CL .CE .IR .LG

Scalable physical source-to-field inference with hypernetworks arxiv.org/abs/2405.05981 .comp-ph .LG .CE

Real-Time Pill Identification for the Visually Impaired Using Deep Learning arxiv.org/abs/2405.05983 .CV .AI .LG

Few-Shot Class Incremental Learning via Robust Transformer Approach arxiv.org/abs/2405.05984 .LG .AI

TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework arxiv.org/abs/2405.05985 .LG .AI

Physics-Enhanced Machine Learning: a position paper for dynamical systems investigations arxiv.org/abs/2405.05987 .LG .CE

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