conftrace_

deep learning

2118 papers

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Also known as

DL

Co-occurring keywords

neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration AAAI 2026
Advancing Out-of-Distribution Detection Across Diverse Scenarios AAAI 2026
Mix-QSAM2: Mixed-Precision Quantization for High Fidelity Segmentation in Resource Constrained Scenarios AAAI 2026
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations AAAI 2026
Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026
Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control AAAI 2026
Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026
MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026
Digital Scale: Open-Source On-Device BMI Estimation from Smartphone Camera Images Trained on a Large-Scale Real-World Dataset AAAI 2026
Learning to Transform: Unifying Latent Geometric Shape and Appearance Representations in Healthcare Imaging AAAI 2026
BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract) AAAI 2026
DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks AAAI 2026
Rethinking AI: From Functions to Functors AAAI 2026
Joint Supervised and Self-supervised Learning for MRI Reconstruction MIDL 2025
PCA-YOLO: A Small Liver Tumor Detection Model with Patch-Contrastive Attention MIDL 2025
Multi-centric Comparison of Deep Learning Models for Lesion Detection in Breast MRI MIDL 2025
UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. ACL 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
Oath Breakers at SemEval-2025 Task 06: PromiseEval ACL 2025
Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation ACL 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
Exploring Hate Speech Detection Models for Lithuanian Language ACL 2025
XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection ACL 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025