conftrace_

Learning Types

32,670 papers (1 classified directly here)

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

Representation Learning (5,307) Multimodal Learning (3,969) Self-Supervised Learning (3,492) Transfer Learning (2,890) Adversarial Learning (2,199) Deep Learning (1,883) Contrastive Learning (1,730) Reinforcement Learning (1,500) Knowledge Distillation (1,494) Fine-Tuning (1,117) Multi-Task Learning (1,069) Domain Adaptation (977) Zero-Shot Learning (758) Unsupervised Learning (734) Few-Shot Learning (694) Classification (621) Retrieval-Augmented Generation (606) Data Augmentation (583) Semi-Supervised Learning (450) Weakly Supervised Learning (429) Continual Learning (408) In-Context Learning (387) Sequence Modeling (375) Meta-Learning (252) Metric Learning (232) Ensemble Learning (223) Federated Learning (215) Multi-Lingual Learning (199) Robustness (197) Parameter-Efficient Fine-Tuning (190) Imitation Learning (180) Prompt Engineering (170) Chain-of-Thought Reasoning (153) Curriculum Learning (146) Synthetic Data Generation (143) Reinforcement Learning from Human Feedback (141) Multi-Label Classification (123) Regression (117) Generative Model (109) Semantic Segmentation (106) Domain Generalization (105) Uncertainty Quantification (98) Controllable Generation (93) Text Generation (86) Neural Architecture Search (80) Object Detection (80) Image Generation (79) Multi-Agent Systems (76) Feature Learning (74) Preference Learning (73) Machine Translation (71) Out-of-Distribution Detection (68) Machine Unlearning (63) Generation (61) Reasoning (54) Multi-View Learning (53) Time Series (52) Instruction Tuning (50) Distributed Learning (50) Image Restoration (49) Chain-of-Thought (48) Active Learning (47) Text Classification (43) Distribution Shift (43) Structured Prediction (42) Clustering (41) Image Classification (40) Model Merging (37) Sparse Learning (36) Sequence Labeling (36) Multi-Instance Learning (35) Anomaly Detection (33) Image Processing (33) Code Generation (31) Fairness (30) Robust Learning (28) Multi-Domain Learning (27) Supervised Learning (26) Model-Based RL (25) Natural Language Generation (24) Privacy (21) Multi-Objective Optimization (19) Multi-Scale Learning (19) Neural Machine Translation (18) Causal Inference (14) Instance Segmentation (9) Interactive Learning (9) Multi-Label Learning (9) Multi-Source Learning (9) Multi-Class Classification (8)

Papers per year

1

22

25

29

26

38

46

60

109

129

179

310

686

1,294

2,286

3,018

3,254

3,930

4,067

4,819

5,737

2,605

'10

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Papers (including subtopics)

Evaluating and reducing the distance between synthetic and real speech distributions Interspeech 2023 Evaluating context-invariance in unsupervised speech representations Interspeech 2023 Evaluating Inter-Bilingual Semantic Parsing for Indian Languages ACL 2023 Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023 Evaluating Object Hallucination in Large Vision-Language Models EMNLP 2023 Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023 Evaluating Paraphrastic Robustness in Textual Entailment Models ACL 2023 Event-Guided Procedure Planning from Instructional Videos with Text Supervision ICCV 2023 Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023 Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting ACML 2023 Evolved Part Masking for Self-Supervised Learning CVPR 2023 Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023 EXCALIBUR: Encouraging and Evaluating Embodied Exploration CVPR 2023 Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars CVPR 2023 EXIF As Language: Learning Cross-Modal Associations Between Images and Camera Metadata CVPR 2023 Explainability as statistical inference ICML 2023 Explainable Brain Age Prediction using coVariance Neural Networks NeurIPS 2023 Explain Any Concept: Segment Anything Meets Concept-Based Explanation NeurIPS 2023 Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues AAAI 2023 Explanation Regeneration via Information Bottleneck ACL 2023 Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation ICLR 2023 Explicit Invariant Feature Induced Cross-Domain Crowd Counting AAAI 2023 Explicit Visual Prompting for Low-Level Structure Segmentations CVPR 2023 Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation AAAI 2023 Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction EMNLP 2023