Application Areas

Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark WACV 2022 Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments Interspeech 2022 Challenges to Open-Domain Constituency Parsing ACL 2022 Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022 Channel Importance Matters in Few-Shot Image Classification ICML 2022 Chasing Convex Bodies and Functions with Black-Box Advice COLT 2022 Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL 2022 Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models NSDI 2022 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022 Chronic Disease Management with Personalized Lab Test Response Prediction IJCAI 2022 Churn Reduction via Distillation ICLR 2022 CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022 CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022 Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation CVPR 2022 Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ACL 2022 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022 Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation CVPR 2022 Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) AAAI 2022 Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022