conftrace_

foundation model

735 papers

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Also known as

FMS FM

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) large language model (13587) semantic segmentation (3186) vision-language model (2348) self-supervised learning (3777) representation learning (6206) domain adaptation (4595) few-shot learning (3398)

Papers

Trustworthy Machine Learning under Imperfect Data IJCAI 2024
CountGD: Multi-Modal Open-World Counting NIPS 2024
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain NIPS 2024
USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset NIPS 2024
Segment Any Change NIPS 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NIPS 2024
What matters when building vision-language models? NIPS 2024
Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NIPS 2024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models NIPS 2024
SA3DIP: Segment Any 3D Instance with Potential 3D Priors NIPS 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models NIPS 2024
MERA: A Comprehensive LLM Evaluation in Russian ACL 2024
Qalam: A Multimodal LLM for Arabic Optical Character and Handwriting Recognition ACL 2024
SegVol: Universal and Interactive Volumetric Medical Image Segmentation NIPS 2024
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark INTERSPEECH 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NIPS 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition NIPS 2023
Magneto: A Foundation Transformer ICML 2023