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Foundation Models

259 directly classified papers

Papers per year

Papers

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NIPS 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NIPS 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
What matters when building vision-language models? NIPS 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NIPS 2024
UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer INTERSPEECH 2024
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? INTERSPEECH 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance INTERSPEECH 2024
ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment AAAI 2024
Relational Programming with Foundational Models AAAI 2024
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024
Probing the 3D Awareness of Visual Foundation Models CVPR 2024
Few-Shot Object Detection with Foundation Models CVPR 2024
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want CVPR 2024
MESA: Matching Everything by Segmenting Anything CVPR 2024
OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification ACL 2024