Architectures

Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021 Latent Convergent Cross Mapping ICLR 2021 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Latent Transformations via NeuralODEs for GAN-Based Image Editing ICCV 2021 Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021 Layer Pruning on Demand with Intermediate CTC Interspeech 2021 Layer-Wise Neural Network Compression via Layer Fusion ACML 2021 LayoutGMN: Neural Graph Matching for Structural Layout Similarity CVPR 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021 LayoutTransformer: Layout Generation and Completion With Self-Attention ICCV 2021 LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity CVPR 2021 LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints AAAI 2021 LEAP: Learning Articulated Occupancy of People CVPR 2021 Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021 Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021 Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding NeurIPS 2021 Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking CVPR 2021 Learned Bi-Resolution Image Coding using Generalized Octave Convolutions AAAI 2021 Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding AAAI 2021 Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021 Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021 Learning Accurate and Interpretable Decision Rule Sets from Neural Networks AAAI 2021 Learning advanced mathematical computations from examples ICLR 2021 Learning Affinity-Aware Upsampling for Deep Image Matting CVPR 2021 Learning and Evaluating Representations for Deep One-Class Classification ICLR 2021