- Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism: https://arxiv.org/pdf/2203.05804.pdf
- Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces: https://arxiv.org/pdf/2203.03254.pdf
- A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and Nonsmooth Bi-level Optimization: https://arxiv.org/pdf/2203.16615.pdf
- Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits: https://arxiv.org/pdf/2203.16707.pdf
- SimPO: Simultaneous Prediction and Optimization: https://arxiv.org/pdf/2204.00062.pdf
- Self-supervised Video-centralised Transformer for Video Face Clustering: https://arxiv.org/pdf/2203.13166.pdf
- Transformers Meet Visual Learning Understanding: A Comprehensive Review: https://arxiv.org/pdf/2203.12944.pdf
- The Challenges of Continuous Self-Supervised Learning: https://arxiv.org/pdf/2203.12710.pdf
- Rethinking the optimization process for self-supervised model-driven MRI reconstruction: https://arxiv.org/pdf/2203.09724.pdf
- VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers: https://arxiv.org/pdf/2203.17247.pdf
- FlowFormer: A Transformer Architecture for Optical Flow: https://arxiv.org/pdf/2203.16194.pdf
- Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition: https://arxiv.org/pdf/2203.07996.pdf
- UniVIP: A Unified Framework for Self-Supervised Visual Pre-training: https://arxiv.org/pdf/2203.06965.pdf
- Transformer Network-based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM): https://arxiv.org/pdf/2203.15722.pdf
- SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs: https://arxiv.org/pdf/2203.01044.pdf
- Understanding Failure Modes Of Self-Supervised Learning: https://arxiv.org/pdf/2203.01881.pdf
- Few-Shot Object Detection with Fully Cross-Transformer: https://arxiv.org/pdf/2203.15021.pdf
- Global Tracking Transformers: https://arxiv.org/pdf/2203.13250.pdf
- Demonstration-Bootstrapped Autonomous Practicing via Multi-Task Reinforcement Learning: https://arxiv.org/pdf/2203.15755.pdf
- L2EXPLORER: A Lifelong Reinforcement Learning Assessment Environment: https://arxiv.org/pdf/2203.07454.pdf
- Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study: https://arxiv.org/pdf/2203.10616.pdf
- An Optical Controlling Environment And Reinforcement Learning Benchmarks: https://arxiv.org/pdf/2203.12114.pdf
- Dojo: A Differentiable Simulator for Robotics: https://arxiv.org/pdf/2203.00806.pdf
- 3D Human Motion Prediction : A Survey: https://arxiv.org/pdf/2203.01593.pdf
- Pattern Recognition And Event Detection On Iot Data-Streams: https://arxiv.org/pdf/2203.01114.pdf
- FAITH-SHAP: The Faithful Shapley Interaction Index: https://arxiv.org/pdf/2203.00870.pdf
- Cross-Domain Object Detection via Adaptive Self-Training: https://arxiv.org/pdf/2111.13216.pdf
- Few-Shot Learning on Graphs: A Survey: https://arxiv.org/pdf/2203.09308.pdf
- A survey on GANs for computer vision: Recent research, analysis and taxonomy: https://arxiv.org/pdf/2203.11242.pdf
- Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces: https://arxiv.org/pdf/2203.03254.pdf
- Recent Advances in Neural Text Generation: A Task-Agnostic Survey: https://arxiv.org/pdf/2203.03047.pdf
- Learning from Noisy Labels with Deep Neural Networks: A Survey: https://arxiv.org/pdf/2007.08199.pdf
- Efficient Transformers: A Survey: https://arxiv.org/pdf/2009.06732.pdf
- Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets: https://arxiv.org/pdf/2203.04810.pdf
- Forecasting from LiDAR via Future Object Detection: https://arxiv.org/pdf/2203.16297.pdf
- DEPTS: Deep Expansion Learning For Periodic Time Series Forecasting: https://arxiv.org/pdf/2203.07681.pdf
- Multimodal Fusion Transformer for Remote Sensing Image Classification: https://arxiv.org/pdf/2203.16952.pdf
- AdaMixer: A Fast-Converging Query-Based Object Detector: https://arxiv.org/pdf/2203.16507.pdf
- From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation: https://arxiv.org/pdf/2110.08214.pdf
- SimVQA: Exploring Simulated Environments for Visual Question Answering: https://arxiv.org/pdf/2203.17219.pdf
- Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks: https://arxiv.org/pdf/2203.14768.pdfhttps://arxiv.org/pdf/2203.14768.pdf
- LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT: https://arxiv.org/pdf/2203.15610.pdf