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Found 9 papers, 4 papers with code
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier
Additionally, We find that most of the solutions to long-tailed problems are still biased towards head classes in the end, and we propose a simple and post hoc prediction re-balancing strategy to further mitigate the basis toward head class.
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning
Through extensive experiments, we uncover the mode connectivity phenomenon in the LLMs continual learning scenario and find that it can strike a balance between plasticity and stability.
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts
This results in a set of candidate answers.
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data
Discovering the shifted behaviors and the evolving patterns underlying the streaming data are important to understand the dynamic system.
Graph Relation Aware Continual Learning
Learning a single model could loss discriminative information for each graph task while the model expansion scheme suffers from high model complexity.
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media
This paper proposes a new depression detection system based on LLMs that is both interpretable and interactive.
Industrial computed tomography based intelligent non-destructive testing method for power capacitor
Power capacitor device is a widely used reactive power compensation equipment in power transmission and distribution system which can easily have internal fault and therefore affects the safe operation of the power system.
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving
Math word problem (MWP) solving faces a dilemma in number representation learning.
Ranked #5 on
Math Word Problem Solving
on MathQA
Shortcuts to Adiabaticity for the Quantum Rabi Model: Efficient Generation of Giant Entangled Cat States via Parametric Amplification
We propose a method for the fast generation of nonclassical ground states of the Rabi model in the ultrastrong and deep-strong coupling regimes via the shortcuts-to-adiabatic (STA) dynamics.
Quantum Physics
