Deep Learning

Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024 A recurrent network for segmenting the thrombus on brain MRI in patients with hyper-acute ischemic stroke MIDL 2024 Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024 Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity EMNLP 2024 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Are Graph Neural Networks Optimal Approximation Algorithms? NeurIPS 2024 Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NeurIPS 2024 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024 Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 Are modern neural ASR architectures robust for polysynthetic languages? EMNLP 2024 Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NeurIPS 2024 Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024 Are Recent Deep Learning-Based Speech Enhancement Methods Ready to Confront Real-World Noisy Environments? Interspeech 2024 ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024 Are Self-Attentions Effective for Time Series Forecasting? NeurIPS 2024 Are self-explanations from Large Language Models faithful? ACL 2024 A Restoration Network as an Implicit Prior ICLR 2024 Are there identifiable structural parts in the sentence embedding whole? EMNLP 2024 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024 Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators? ICLR 2024 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024