conftrace_

parameter space

26 papers

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Co-occurring keywords

large language model (13587) neural network (6616) model merging (234) neural network optimization (1293) loss landscape (149) parameter merging (13) knowledge removal (20) language model (4599) image-to-image translation (222) machine unlearning (290)

Papers

Practical Guidelines for Model Merging in LLMs Pre-Training ACL 2026
AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin AAAI 2026
CoT-Valve: Length-Compressible Chain-of-Thought Tuning ACL 2025
Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025
FuseChat: Knowledge Fusion of Chat Models EMNLP 2025
Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy ICCV 2025
Lock on Target! Precision Unlearning via Directional Control EMNLP 2025
CoRA: Collaborative Information Perception by Large Language Model’s Weights for Recommendation AAAI 2025
Controllable Style Arithmetic with Language Models ACL 2025
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning CVPR 2025
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models NIPS 2024
Unleashing the Potential of Large Language Models through Spectral Modulation EMNLP 2024
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization NIPS 2023
Better Loss Landscape Visualization for Deep Neural Networks with Trajectory Information ACML 2023
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks NIPS 2023
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability NIPS 2022
On Monotonic Linear Interpolation of Neural Network Parameters ICML 2021
Navigating the GAN Parameter Space for Semantic Image Editing CVPR 2021
Orthogonal Gradient Descent for Continual Learning AISTATS 2020
Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020
Black-Box Methods for Restoring Monotonicity ICML 2020
On the Realization of Compositionality in Neural Networks ACL 2019
Deep Network Interpolation for Continuous Imagery Effect Transition CVPR 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019