conftrace_

deep learning

2118 papers

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DL

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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

Complex Word Identification: A Comparative Study between ChatGPT and a Dedicated Model for This Task COLING 2024
Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) AAAI 2024
AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction NIPS 2024
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks? NIPS 2024
Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment AAAI 2024
Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation AAAI 2024
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases NIPS 2024
NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024
QLABGrad: A Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning AAAI 2024
Robust TRISO-Fueled Pebble Identification by Digit Recognition WACV 2024
Discrete Cycle-Consistency Based Unsupervised Deep Graph Matching AAAI 2024
CLRerNet: Improving Confidence of Lane Detection With LaneIoU WACV 2024
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NIPS 2024
Symmetric Self-Paced Learning for Domain Generalization AAAI 2024
VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement INTERSPEECH 2024
FAIR-FER: A Latent Alignment Approach for Mitigating Bias in Facial Expression Recognition (Student Abstract) AAAI 2024
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024
Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation AAAI 2024
Robust Object Detection in Challenging Weather Conditions WACV 2024
Noise-Free Optimization in Early Training Steps for Image Super-resolution AAAI 2024
Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement WACV 2024