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Foundation Models

4,860 papers

Papers per year

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2
123
1821
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Papers

Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022
History Compression via Language Models in Reinforcement Learning ICML 2022
Validating Causal Inference Methods ICML 2022
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images ICML 2022
Black-Box Tuning for Language-Model-as-a-Service ICML 2022
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022
De novo mass spectrometry peptide sequencing with a transformer model ICML 2022
Describing Differences between Text Distributions with Natural Language ICML 2022
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022
Region-Based Semantic Factorization in GANs ICML 2022
Language Models as Knowledge Embeddings IJCAI 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022
Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022
Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph IJCAI 2022
TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion IJCAI 2022
CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech IJCAI 2022
Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022
Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models INTERSPEECH 2022
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation INTERSPEECH 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022