| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Individualized Conditioning and Negative Distances for Speaker Separation | Oct 12, 2022 | Speaker SeparationTriplet | —Unverified | 0 |
| Visually Similar Products Retrieval for Shopsy | Oct 10, 2022 | AttributeImage Compression | —Unverified | 0 |
| Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts | Oct 4, 2022 | Common Sense ReasoningMachine Reading Comprehension | —Unverified | 0 |
| Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem | Oct 2, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning | Oct 1, 2022 | Metric LearningSentence | CodeCode Available | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction | Oct 1, 2022 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval | Sep 28, 2022 | Contrastive LearningRetrieval | —Unverified | 0 |
| Joint Triplet Loss Learning for Next New POI Recommendation | Sep 25, 2022 | Triplet | —Unverified | 0 |
| Descriptor Distillation: a Teacher-Student-Regularized Framework for Learning Local Descriptors | Sep 23, 2022 | Triplet | —Unverified | 0 |
| A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS | Sep 22, 2022 | Triplet | CodeCode Available | 1 |
| Visible-Infrared Person Re-Identification Using Privileged Intermediate Information | Sep 19, 2022 | Domain AdaptationPerson Re-Identification | CodeCode Available | 1 |
| Structure-Aware 3D VR Sketch to 3D Shape Retrieval | Sep 19, 2022 | 3D Shape RetrievalRetrieval | CodeCode Available | 0 |
| Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs | Sep 19, 2022 | Knowledge GraphsRepresentation Learning | CodeCode Available | 0 |
| Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness | Sep 18, 2022 | Action Triplet RecognitionTriplet | —Unverified | 0 |
| Transformers and CNNs both Beat Humans on SBIR | Sep 14, 2022 | Image RetrievalRetrieval | —Unverified | 0 |
| Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging | Sep 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| A Variational Approach to Parameter Estimation for Characterizing 2-D Cluster Variation Method Topographies | Sep 9, 2022 | parameter estimationTriplet | —Unverified | 0 |
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| Structural Bias for Aspect Sentiment Triplet Extraction | Sep 2, 2022 | Aspect Sentiment Triplet ExtractionBenchmarking | CodeCode Available | 1 |
| TypoSwype: An Imaging Approach to Detect Typo-Squatting | Sep 2, 2022 | Triplet | —Unverified | 0 |
| Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion | Sep 2, 2022 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| A Fair Experimental Comparison of Neural Network Architectures for Latent Representations of Multi-Omics for Drug Response Prediction | Aug 31, 2022 | Drug Response PredictionTriplet | CodeCode Available | 0 |
| GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning | Aug 30, 2022 | Gait RecognitionRetrieval | CodeCode Available | 1 |
