Papers
12094 papers
ICLR2024
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
Summary pending...
Machine unlearninggenerative modeldiffusion model
ICLR2024
Pooling Image Datasets with Multiple Covariate Shift and Imbalance
Summary pending...
image harmonizationmedical imaging
ICLR2024
Ferret: Refer and Ground Anything Anywhere at Any Granularity
Summary pending...
FerretMultimodal Large Language ModelReferring
ICLR2024
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape
Summary pending...
3D generationshape analysis and synthesisdiffusion models
ICLR2024
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
Summary pending...
Time SeriesEmbeddingLLM
ICLR2024
A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
Summary pending...
Brain-inspired model; hippocampus; entorhinal cortex; memory; relational representation
ICLR2024
Making LLaMA SEE and Draw with SEED Tokenizer
Summary pending...
Multimodal Large Language ModelDiscrete Visual Tokenizer
ICLR2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
Summary pending...
generalizationsharpness-aware minimizationdomain shift
ICLR2024
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
Summary pending...
Emergent CommunicationEmergent LanguageProbabilistic Generative Model
ICLR2024
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
Summary pending...
Unsupervised LearningObject-Centric Representation LearningDynamic Scene Decomposition
ICLR2024
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
Summary pending...
HypergraphHGNNKnowledge Distillation
ICLR2024
NECO: NEural Collapse Based Out-of-distribution detection
Summary pending...
anomaly detectionOOD
ICLR2024
Balancing Act: Constraining Disparate Impact in Sparse Models
Summary pending...
deep learningsparsitydisparate impact
ICLR2024
Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
Summary pending...
Optical FlowImage EditingGuidance
ICLR2024
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
Summary pending...
Large Language Model (LLM)Multi-task learningMulti-modal learning
ICLR2024
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
Summary pending...
Autonomous Driving3D Domain TransferZero-shot 3D Detection
ICLR2024
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE
Summary pending...
Unsupervised learning; Video object learning
ICLR2024
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
Summary pending...
Large Language Model CompressionDifferentiable Quantization
ICLR2024
FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction
Summary pending...
Dynamic graph; fourier transform; link prediction
ICLR2024
THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS
Summary pending...
LLM Complex ReasoningLanguage Model Reasoning