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

Train 'n Trade: Foundations of Parameter Markets NIPS 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NIPS 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events NIPS 2023
VanillaNet: the Power of Minimalism in Deep Learning NIPS 2023
Generating QM1B with PySCF$_{\text{IPU}}$ NIPS 2023
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery NIPS 2023
Towards Free Data Selection with General-Purpose Models NIPS 2023
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NIPS 2023
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior NIPS 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models NIPS 2023
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset NIPS 2023
Brant: Foundation Model for Intracranial Neural Signal NIPS 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NIPS 2023
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NIPS 2023
An Inverse Scaling Law for CLIP Training NIPS 2023
Large Language Model Adaptation for Financial Sentiment Analysis AACL 2023
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models NIPS 2023
ViNT: A Foundation Model for Visual Navigation CORL 2023
Gesture-Informed Robot Assistance via Foundation Models CORL 2023
Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions SEMEVAL 2023
LT at SemEval-2023 Task 1: Effective Zero-Shot Visual Word Sense Disambiguation Approaches using External Knowledge Sources SEMEVAL 2023
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models EACL 2023
Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages EACL 2023