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)

Group-realizable multi-group learning by minimizing empirical risk ALT 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search WACV 2026 GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026 Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models WACV 2026 Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026 Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment WACV 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 Hallucinations at the Firewall AAAI 2026 HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration AAAI 2026 HamiPose: Hamiltonian Optimization for Unsupervised Domain Adaptive Pose Estimation CVPR 2026 HAMLET4Fairness: Enhancing Fairness in AI Pipelines Through Human-Centered AutoML and Argumentation AAAI 2026 HAP: Harmonized Amplitude Perturbation for Cross-Domain Few-Shot Learning AAAI 2026 Hardware Lifecycle-Aware Power Planning in Commercial Hyperscale Datacenters (Operational Systems) OSDI 2026 HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image Super-Resolution AAAI 2026 Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification AAAI 2026 HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models AAAI 2026 HCF: Hierarchical Cascade Framework for Distributed Multi-Stage Image Compression AAAI 2026 Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling AAAI 2026 HealSplit: Towards Self-Healing Through Adversarial Distillation in Split Federated Learning AAAI 2026 Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR AAAI 2026 HEART-PFL: Stable Personalized Federated Learning under Heterogeneity with Hierarchical Directional Alignment and Adversarial Knowledge Transfer WACV 2026 Hestia: Voxel-Face-Aware Hierarchical Next-Best-View Acquisition for Efficient 3D Reconstruction WACV 2026