conftrace_

discriminative model

109 papers

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generative model (2892) neural network (6616) representation learning (6206) latent variable (541) latent variable model (564) few-shot learning (3398) pre-trained language model (1515) convolutional neural network (4226) diffusion model (3751) support vector machine (978)

Papers

A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022
Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022
High-Performance Discriminative Tracking With Transformers ICCV 2021
Probabilistic Discriminative Models address the Tactile Perceptual Aliasing Problem RSS 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
Discriminative Complementary-Label Learning with Weighted Loss ICML 2021
Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers ICML 2021
A Discriminative Technique for Multiple-Source Adaptation ICML 2021
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection ICCV 2021
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021
Span-Based LCFRS-2 Parsing ACL 2020
Deep Generalized Convolutional Sum-Product Networks PGM 2020
Discriminative Non-Parametric Learning of Arithmetic Circuits PGM 2020
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020
Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography ICML 2019
Data Programming for Learning Discourse Structure ACL 2019
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning UAI 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019
Towards Coherent and Cohesive Long-form Text Generation NAACL 2019
Discriminative Topic Modeling with Logistic LDA NIPS 2019
A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP 2019
On Tractable Computation of Expected Predictions NIPS 2019