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Foundation Models

4845 directly classified papers

Papers per year

Papers

Evaluating Modular Dialogue System for Form Filling Using Large Language Models EACL 2024

Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024

When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision WACV 2024

MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024

Segment Anything, From Space? WACV 2024

Open-NeRF: Towards Open Vocabulary NeRF Decomposition WACV 2024

Training-Free Object Counting With Prompts WACV 2024

SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models INTERSPEECH 2024

Real-time Speech Summarization for Medical Conversations INTERSPEECH 2024

Infusing Acoustic Pause Context into Text-Based Dementia Assessment INTERSPEECH 2024

ParaCLAP – Towards a general language-audio model for computational paralinguistic tasks INTERSPEECH 2024

Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024

Deep Homography Estimation for Visual Place Recognition AAAI 2024

Relational Programming with Foundational Models AAAI 2024

Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior AAAI 2024

IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024

Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024

OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models AAAI 2024

DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024

Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024

SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024

Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context AAAI 2024

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024

Generalizing across Temporal Domains with Koopman Operators AAAI 2024