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

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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)

A General Analysis of Example-Selection for Stochastic Gradient Descent ICLR 2022 A General Framework for Auditing Differentially Private Machine Learning NeurIPS 2022 A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022 A geometric method for improved uncertainty estimation in real-time UAI 2022 Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NeurIPS 2022 A Hardware Perspective to Evaluating Probabilistic Circuits PGM 2022 A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022 AI Assisted Data Labeling with Interactive Auto Label AAAI 2022 AI Driven Accounts Payable Transformation AAAI 2022 AI Facilitated Isolations? The Impact of Recommendation-based Influence Diffusion in Human Society IJCAI 2022 AIM: An Auto-Augmenter for Images and Meshes CVPR 2022 AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-Based Road Traffic Monitoring WACV 2022 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022 A Joint Exponential Mechanism For Differentially Private Top-k ICML 2022 A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022 A Label-Aware Autoregressive Framework for Cross-Domain NER NAACL 2022 A Language Agnostic Multilingual Streaming On-Device ASR System Interspeech 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 A Large Scale Search Dataset for Unbiased Learning to Rank NeurIPS 2022 Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022 Algorithmic Fairness Verification with Graphical Models AAAI 2022 Algorithms that Approximate Data Removal: New Results and Limitations NeurIPS 2022 ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NeurIPS 2022 A Lightweight Yet Robust Approach to Textual Anomaly Detection COLING 2022 Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022