Techniques

Knowledge representation combining quaternion path integration and depth-wise atrous circular convolution UAI 2022 Label Semantic Aware Pre-training for Few-shot Text Classification ACL 2022 LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening AAAI 2022 LAION-5B: An open large-scale dataset for training next generation image-text models NeurIPS 2022 Language-biased image classification: evaluation based on semantic representations ICLR 2022 Language model compression with weighted low-rank factorization ICLR 2022 LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SemEval 2022 Latency-aware Spatial-wise Dynamic Networks NeurIPS 2022 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022 Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NeurIPS 2022 Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022 Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization WACV 2022 Learnable Lookup Table for Neural Network Quantization CVPR 2022 Learnable Sparse Filterbank for Speaker Verification Interspeech 2022 Learned Queries for Efficient Local Attention CVPR 2022 Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022 Learning Affinity From Attention: End-to-End Weakly-Supervised Semantic Segmentation With Transformers CVPR 2022 Learning a neural Pareto manifold extractor with constraints UAI 2022 Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition AAAI 2022 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning ICLR 2022 Learning From the CNN-Based Compressed Domain WACV 2022 Learning Graph Regularisation for Guided Super-Resolution CVPR 2022 Learning Multi-Objective Curricula for Robotic Policy Learning CoRL 2022 Learning of Cluster-based Feature Importance for Electronic Health Record Time-series ICML 2022 Learning Optical Flow With Kernel Patch Attention CVPR 2022