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

Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NIPS 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024
UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024
FLAIR: Feeding via Long-Horizon AcquIsition of Realistic dishes RSS 2024
Pushing the Limits of Cross-Embodiment Learning for Manipulation and Navigation RSS 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024
MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction EMNLP 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence CVPR 2024
Low-Resource Vision Challenges for Foundation Models CVPR 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning CVPR 2024
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation CVPR 2024
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields CVPR 2024
DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning CVPR 2024
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NIPS 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving NIPS 2024