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Deep Learning

1397 directly classified papers

Papers per year

Papers

SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable LLMs for Misinformation Detection COLING 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Unifying Streaming and Non-streaming Zipformer-based ASR ACL 2025
EDAR: A pipeline for Emotion and Dialogue Act Recognition COLING 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025
byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal CVPR 2025
Arbitrary-steps Image Super-resolution via Diffusion Inversion CVPR 2025
One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025
Virtual CRISPR: Can LLMs Predict CRISPR Screen Results? ACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks IJCAI 2025