Deep Learning

Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation EMNLP 2024 Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024 Applying Transfer Learning to German Metaphor Prediction COLING 2024 Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024 Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NeurIPS 2024 Approximately Equivariant Neural Processes NeurIPS 2024 Approximately Piecewise E(3) Equivariant Point Networks ICLR 2024 Approximation Rate of the Transformer Architecture for Sequence Modeling NeurIPS 2024 A Practitioner's Guide to Real-World Continual Multimodal Pretraining NeurIPS 2024 A Pre-convolved Representation for Plug-and-Play Neural Illumination Fields AAAI 2024 A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL 2024 A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024 A Probabilistic Approach to Learning the Degree of Equivariance in Steerable CNNs ICML 2024 A probability contrastive learning framework for 3D molecular representation learning NeurIPS 2024 A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model ICLR 2024 A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NeurIPS 2024 A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness NeurIPS 2024 A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts ICML 2024 AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024 AQuA – Combining Experts’ and Non-Experts’ Views To Assess Deliberation Quality in Online Discussions Using LLMs COLING 2024 A Quadratic Synchronization Rule for Distributed Deep Learning ICLR 2024 AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA ICML 2024 Arabic Diacritization Using Morphologically Informed Character-Level Model COLING 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024