Papers
12094 papers
ICML2024
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
Summary pending...
ICML2024
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Summary pending...
ICML2024
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
Summary pending...
ICML2024
Masked Face Recognition with Generative-to-Discriminative Representations
Summary pending...
ICML2024
Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
Summary pending...
ICML2024
On the Feasibility of Single-Pass Full-Capacity Learning in Linear Threshold Neurons with Binary Input Vectors
Summary pending...
ICML2024
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD
Summary pending...
ICML2024
A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks
Summary pending...
ICML2024
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning
Summary pending...
ICML2024
Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation
Summary pending...
ICML2024
Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
Summary pending...
ICML2024
Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints
Summary pending...
ICML2024
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
Summary pending...
ICML2024
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
Summary pending...
ICML2024
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
Summary pending...