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

1

3

5

5

4

19

24

28

26

35

42

55

142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024 Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation ICLR 2024 Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024 Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network ICML 2024 SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding ICML 2024 SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices NeurIPS 2024 SilentCipher: Deep Audio Watermarking Interspeech 2024 SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ICLR 2024 SILVER: Single-loop variance reduction and application to federated learning ICML 2024 SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models CVPR 2024 SimA: Simple Softmax-Free Attention for Vision Transformers WACV 2024 SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024 SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection AAAI 2024 SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024 Similarity-Navigated Conformal Prediction for Graph Neural Networks NeurIPS 2024 Simple and effective data augmentation for compositional generalization NAACL 2024 Simple and Fast Distillation of Diffusion Models NeurIPS 2024 Simple Ingredients for Offline Reinforcement Learning ICML 2024 Simple linear attention language models balance the recall-throughput tradeoff ICML 2024 Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024 Simple Semantic-Aided Few-Shot Learning CVPR 2024 Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data ICML 2024 SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning ICML 2024 SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024