| Revisiting Visual Question Answering Baselines | Jun 27, 2016 | Binary ClassificationMultiple-choice | CodeCode Available | 0 |
| In Defense of the Classification Loss for Person Re-Identification | Sep 16, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Zero-Shot Semantic Parsing for Instructions | Nov 20, 2019 | Semantic ParsingTriplet | CodeCode Available | 0 |
| Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem | Jul 10, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 |
| 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 |
| Robust Angular Local Descriptor Learning | Jan 21, 2019 | Metric LearningTriplet | CodeCode Available | 0 |
| Robust Clustering on High-Dimensional Data with Stochastic Quantization | Sep 3, 2024 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Robust Metric Learning based on the Rescaled Hinge Loss | Apr 26, 2019 | ClusteringMetric Learning | CodeCode Available | 0 |
| Robust Misinformation Detection by Visiting Potential Commonsense Conflict | Apr 30, 2025 | ArticlesMisinformation | CodeCode Available | 0 |
| Batch Decorrelation for Active Metric Learning | May 20, 2020 | Active LearningDiversity | CodeCode Available | 0 |
| Improving Span-based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge | Dec 23, 2022 | Aspect-Based Sentiment AnalysisAspect Sentiment Triplet Extraction | CodeCode Available | 0 |
| Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant Embeddings | Feb 28, 2019 | Triplet | CodeCode Available | 0 |
| Whats New? Identifying the Unfolding of New Events in Narratives | Feb 15, 2023 | Event ExtractionSentence | CodeCode Available | 0 |
| Improving Large Language Model Safety with Contrastive Representation Learning | Jun 13, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MILDNet: A Lightweight Single Scaled Deep Ranking Architecture | Mar 3, 2019 | Fine-Grained Visual RecognitionImage Retrieval | CodeCode Available | 0 |
| MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction | Jun 17, 2024 | Aspect Sentiment Triplet ExtractionTriplet | CodeCode Available | 0 |
| Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment | Sep 4, 2021 | Representation LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Robust Textual Embedding against Word-level Adversarial Attacks | Feb 28, 2022 | AttributeMetric Learning | CodeCode Available | 0 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| Improving Deep Representation Learning via Auxiliary Learnable Target Coding | May 30, 2023 | Representation LearningRetrieval | CodeCode Available | 0 |
| Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths | Oct 14, 2022 | Triplet | CodeCode Available | 0 |
| Aggregating Deep Pyramidal Representations for Person Re-Idenfitication | Jun 20, 2019 | Person Re-IdentificationTriplet | CodeCode Available | 0 |
| PerceptNet: Learning Perceptual Similarity of Haptic Textures in Presence of Unorderable Triplets | May 8, 2019 | Triplet | CodeCode Available | 0 |
| m-Networks: Adapting the Triplet Networks for Acronym Disambiguation | Jul 1, 2022 | Natural Language UnderstandingTriplet | CodeCode Available | 0 |
| Rudder: A Cross Lingual Video and Text Retrieval Dataset | Mar 9, 2021 | Natural Language QueriesRetrieval | CodeCode Available | 0 |
