conftrace_

foundation model

962 papers

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Also known as

FMS FM

Co-occurring keywords · papers mentioning both

multimodal learning (149) zero-shot learning (114) transfer learning (104) vision-language model (85) large language model (78) semantic segmentation (73) self-supervised learning (70) representation learning (54) domain adaptation (51) few-shot learning (46)

Papers

Asymmetric Masked Distillation for Pre-Training Small Foundation Models CVPR 2024 AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024 AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models AutoML 2024 Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024 AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data AAAI 2024 Autonomous Improvement of Instruction Following Skills via Foundation Models CoRL 2024 AutoTimes: Autoregressive Time Series Forecasters via Large Language Models NeurIPS 2024 AVR: synergizing foundation models for audio-visual humor detection Interspeech 2024 Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features CVPR 2024 BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract) AAAI 2024 Batched Low-Rank Adaptation of Foundation Models ICLR 2024 BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NeurIPS 2024 Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving NeurIPS 2024 Benchmarking Data Science Agents ACL 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs ICLR 2024 BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference NeurIPS 2024 BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation ICML 2024 B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory NeurIPS 2024 Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement CVPR 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 BrainLM: A foundation model for brain activity recordings ICLR 2024