Transformers

Transformers are Sample-Efficient World Models ICLR 2023 Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars NeurIPS 2023 Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023 Transformers as Graph-to-Graph Models EMNLP 2023 Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection NeurIPS 2023 Transformers for Recognition in Overhead Imagery: A Reality Check WACV 2023 Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End AACL 2023 Transformers Learn In-Context by Gradient Descent ICML 2023 Transformers Learn Shortcuts to Automata ICLR 2023 Transformers learn through gradual rank increase NeurIPS 2023 Transformers over Directed Acyclic Graphs NeurIPS 2023 Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation EMNLP 2023 TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning With Structure-Trajectory Prompted Reconstruction for Person Re-Identification CVPR 2023 TransHP: Image Classification with Hierarchical Prompting NeurIPS 2023 Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach ICCV 2023 TransLO: A Window-Based Masked Point Transformer Framework for Large-Scale LiDAR Odometry AAAI 2023 TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing MIDL 2023 TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers AAAI 2023 TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation ICLR 2023 TransRP: Transformer-based PET/CT feature extraction incorporating clinical data for recurrence-free survival prediction in oropharyngeal cancer MIDL 2023 TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception ICCV 2023 TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision AAAI 2023 TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization WACV 2023 Trap Attention: Monocular Depth Estimation With Manual Traps CVPR 2023 Treating General MT Shared Task as a Multi-Domain Adaptation Problem: HW-TSC’s Submission to the WMT23 General MT Shared Task EMNLP 2023