Deep Learning

PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 Proactive Data-driven Scheduling of Business Processes IJCAI 2025 Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025 Real, Fake, or Manipulated? Detecting Machine-Influenced Text EMNLP 2025 Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025 ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media EMNLP 2025 Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization ICCV 2025 Relational Neurosymbolic Markov Models AAAI 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025 RLMEval: Evaluating Research-Level Neural Theorem Proving EMNLP 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data WACV 2025 SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025 Sandhi Splitting in Tamil and Telugu: A Sequence-to-Sequence Approach Leveraging Transformer Models COLING 2025 SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025 Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025 SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion EMNLP 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025 SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025 Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025