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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
2016: 3
2019: 3
2020: 1
2021: 6
2022: 2
2023: 2
2024: 3
2025: 5
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
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