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discriminative model

120 papers

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generative model (44) neural network (9) representation learning (8) diffusion model (6) latent variable (5) latent variable model (5) few-shot learning (5) convolutional neural network (4) support vector machine (4) visual tracking (4)

Papers

On the Role of Discriminative Models in Generative Relation Extraction ACL 2026 An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques AAAI 2025 A Unified Data Representation Learning for Non-parametric Two-sample Testing UAI 2025 Emotion Train at SemEval-2025 Task 11: Comparing Generative and Discriminative Models in Emotion Recognition SemEval 2025 Functional Alignment Can Mislead: Examining Model Stitching ICML 2025 Generative Classifiers Avoid Shortcut Solutions ICLR 2025 Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025 Interspeech 2025 URGENT Speech Enhancement Challenge Interspeech 2025 MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Radical Allomorphy: Phonological Surface Forms without Phonology EMNLP 2025 Who Taught You That? Tracing Teachers in Model Distillation ACL 2025 Analyzing Diffusion Models on Synthesizing Training Datasets ACML 2024 Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024 Discriminative Probing and Tuning for Text-to-Image Generation CVPR 2024 Distractor Generation Using Generative and Discriminative Capabilities of Transformer-based Models COLING 2024 Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024 InfoCon: Concept Discovery with Generative and Discriminative Informativeness ICLR 2024 Intriguing Properties of Generative Classifiers ICLR 2024 Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NeurIPS 2024 Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks AISTATS 2024 Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024 A Universal Discriminator for Zero-Shot Generalization ACL 2023 DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection UAI 2023 DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards IJCAI 2023 Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback NeurIPS 2023