conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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Papers (including subtopics)

MeLLoC: Lossless Compression with High-order Mechanism Learning NeurIPS 2024 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024 MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 Membership Inference Attacks on Diffusion Models via Quantile Regression ICML 2024 Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy NeurIPS 2024 MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024 Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations EACL 2024 MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification ACL 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 MemoNav: Working Memory Model for Visual Navigation CVPR 2024 Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture ICML 2024 Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks UAI 2024 Memorization Capacity of Multi-Head Attention in Transformers ICLR 2024 Memorization Through the Lens of Curvature of Loss Function Around Samples ICML 2024 Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024 Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP 2024 Memorize What Matters: Emergent Scene Decomposition from Multitraverse NeurIPS 2024 Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024 Memory-Consistent Neural Networks for Imitation Learning ICLR 2024 Memory Consolidation Enables Long-Context Video Understanding ICML 2024 Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024 Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NeurIPS 2024 Memory-Efficient LLM Training with Online Subspace Descent NeurIPS 2024