Papers
12094 papers
ICLR2024
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
Summary pending...
Instruction FollowingLanguage ModelDecoding
ICLR2024
Towards Robust Multi-Modal Reasoning via Model Selection
Summary pending...
robust model selectionmulti-modal learningmulti-step reasoning with LLM
ICLR2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Summary pending...
code generationlanguage modelself-revision
ICLR2024
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
Summary pending...
Diffusion modelsStochastic differential equationsImage dragging
ICLR2024
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
Summary pending...
Language Model AgentTool UseEvaluation
ICLR2024
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
Summary pending...
Deep learningSecond-order optimizationK-FAC
ICLR2024
Neural Auto-designer for Enhanced Quantum Kernels
Summary pending...
Quantum machine learningkernel learningquantum kernels
ICLR2024
One-hot Generalized Linear Model for Switching Brain State Discovery
Summary pending...
Hidden markov modelsgeneralized linear modelsfunctional connectivity inference
ICLR2024
Doubly Robust Proximal Causal Learning for Continuous Treatments
Summary pending...
causal effectcontinuous treatmentkernel function
ICLR2024
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
Summary pending...
Reinforcement learning; Diffusion models; RLHF; Preference aligning
ICLR2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
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Domain adaptationTest-time adaptationDistribution shift
ICLR2024
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
Summary pending...
federated learningpartial client participationadaptation
ICLR2024
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts
Summary pending...
diffusion modelsheavy ball momentumdivergence artifacts
ICLR2024
Multiscale Positive-Unlabeled Detection of AI-Generated Texts
Summary pending...
Large Language ModelsAI-Generated TextsPositive-Unlabeled Learning
ICLR2024
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
Summary pending...
generative modeltime series pattern recognitiondiffusion model
ICLR2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
Summary pending...
FairnessOnline LearningOblique Decision Trees
ICLR2024
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
Summary pending...
Causal InferenceVariational AutoEncoderFront Door Criterion
ICLR2024
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
Summary pending...
3D-aware image synthesisdiffusion modellatent diffusion
ICLR2024
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
Summary pending...
Unstructured pruningSparse neural networksLottery ticket hypothesis
ICLR2024
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Summary pending...
large language modelevolutionary algorithmprompt engineering