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)

Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Quality over Quantity in Attention Layers: When Adding More Heads Hurts ICLR 2025 Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models ICML 2025 Quanta Neural Networks: From Photons to Perception ICCV 2025 QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers WACV 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025 Quantification of Large Language Model Distillation ACL 2025 Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025 Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025 Quantile Additive Trend Filtering AISTATS 2025 QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer IJCAI 2025 Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations ICLR 2025 Quantization without Tears CVPR 2025 Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025 Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models ACL 2025 Quantized Spike-driven Transformer ICLR 2025 Quantum-Enhanced Gated Recurrent Units for Part-of-Speech Tagging AACL 2025 Quantum-Infused Whisper: A Framework for Replacing Classical Components AACL 2025 Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025 Quantum-PEFT: Ultra parameter-efficient fine-tuning ICLR 2025 QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025 QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025 QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025