conftrace_

Application Areas

34,437 papers (4 classified directly here)

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

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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1,828

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Papers (including subtopics)

Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation ICML 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 Speculative Safety-Aware Decoding EMNLP 2025 Speculative Sampling via Exponential Races ACL 2025 Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention EMNLP 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection Models ACL 2025 SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025 Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection COLING 2025 Speech Watermarking with Discrete Intermediate Representations AAAI 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives CVPR 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 SpikF: Spiking Fourier Network for Efficient Long-term Prediction ICML 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025 Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer CVPR 2025 Spiking Vision Transformer with Saccadic Attention ICLR 2025 SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025 SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers ACL 2025 SpinQuant: LLM Quantization with Learned Rotations ICLR 2025 SpiralMLP: A Lightweight Vision MLP Architecture WACV 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025