Techniques

Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream ICLR 2022 Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity SemEval 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Interspeech 2022 XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022 XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022 YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022 Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions NAACL 2022 YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models SemEval 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 Your Transformer May Not be as Powerful as You Expect NeurIPS 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NeurIPS 2022 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022 ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NeurIPS 2022 (Implicit)^2: Implicit Layers for Implicit Representations NeurIPS 2021 3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021 3D-MAN: 3D Multi-Frame Attention Network for Object Detection CVPR 2021 3DStyleNet: Creating 3D Shapes With Geometric and Texture Style Variations ICCV 2021 A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation CVPR 2021 Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention AAAI 2021 Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks NeurIPS 2021 AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NeurIPS 2021