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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330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

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Papers (including subtopics)

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials ICML 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 FlatQuant: Flatness Matters for LLM Quantization ICML 2025 FLAVC: Learned Video Compression with Feature Level Attention CVPR 2025 FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025 FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models ICLR 2025 FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation ICML 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting CVPR 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Flexible Group Count Enables Hassle-Free Structured Pruning CVPR 2025 FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute CVPR 2025 FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025 FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025 FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference ICLR 2025 FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization EMNLP 2025 FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning ICLR 2025 Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025 Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions ICML 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency ICML 2025 FLOPS: Forward Learning with OPtimal Sampling ICLR 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025