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Deep Learning

25 directly classified papers

Subtopics

Techniques (36) Architectures (33) Optimization & Theory (27) Models (23) Application Areas (4) Learning Types (1)

Papers per year

Papers

Physiology-Aware PolySnake for Coronary Vessel Segmentation WACV 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
byteSizedLLM@NLU of Devanagari Script Languages 2025: Language Identification Using Customized Attention BiLSTM and XLM-RoBERTa base Embeddings COLING 2025
CUET_Big_O@NLU of Devanagari Script Languages 2025: Identifying Script Language and Detecting Hate Speech Using Deep Learning and Transformer Model COLING 2025
ARMR: Adaptively Responsive Network for Medication Recommendation IJCAI 2025
Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
Efficient Target Propagation by Deriving Analytical Solution AAAI 2024
Neural Network Approximation for Pessimistic Offline Reinforcement Learning AAAI 2024
AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches NSDI 2023
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NIPS 2022
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning OSDI 2021
DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation ICCV 2021
Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021
Feature-based image registration in structured light endoscopy MIDL 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
Relative Uncertainty Learning for Facial Expression Recognition NIPS 2021
Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020
Deep Optimal Stopping JMLR 2019
RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification INTERSPEECH 2019
Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation INTERSPEECH 2019
Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016
Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016