Deep Learning

L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024 Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization NeurIPS 2024 Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case JMLR 2024 Learned Scanpaths Aid Blind Panoramic Video Quality Assessment CVPR 2024 Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024 Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks NeurIPS 2024 Learning from Noisy Labels via Conditional Distributionally Robust Optimization NeurIPS 2024 Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes AISTATS 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Learning to compute Gröbner bases NeurIPS 2024 Lidoma@LT-EDI 2024:Tamil Hate Speech Detection in Migration Discourse EACL 2024 Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset ICLR 2024 Machine Learning-Powered Combinatorial Clock Auction AAAI 2024 Machine Unlearning of Pre-trained Large Language Models ACL 2024 Majority Rules Guided Aspect-Category Based Sentiment Analysis via Label Prior Knowledge COLING 2024 Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text SemEval 2024 MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions NeurIPS 2024 Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering COLING 2024 Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 Modular Blind Video Quality Assessment CVPR 2024 ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting AAAI 2024 Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-Based Fault Detection and Identification (Abstract Reprint) AAAI 2024 Mosaic-SDF for 3D Generative Models CVPR 2024 Multi-resolution Time-Series Transformer for Long-term Forecasting AISTATS 2024